total

params

{'predict_dates': [{'start': '2026-07-31', 'end': '2026-07-31'}], 'provider_uri': '~/.qlib/qlib_data/cn_data/', 'trade_buy_offset': 0, 'trade_sell_offset': 1, 'top_num_list': [3, 5, 10, 20], 'selection_score_quantile': 0.7, 'selection_min_pos_ratio': 0.5, 'selection_volatility_quantile': 0.6, 'selection_overheat_quantile': 0.7, 'selection_fallback_count': 10, 'selection_weight_score': 1.0, 'selection_weight_pos_ratio': 0.35, 'selection_weight_momentum': 0.2, 'selection_weight_volatility': 0.25, 'selection_weight_overheat': 0.15, 'recency_halflife_days': 180, 'backtest_fee_rate': 0.002, 'uri_folder': '~/.qlibAssistant/mlruns/', 'analysis_folder': '~/.qlibAssistant/analysis/', 'pfx_name': 'p', 'sfx_name': 's', 'model_name': 'Linear', 'dataset_name': 'Alpha158', 'stock_pool': 'csi300', 'step': 60, 'rolling_type': 'expanding', 'model_filter': ['.*'], 'rec_filter': [{'ic': 0.01}, {'icir': 0.01}, {'rankic': 0.01}, {'rankicir': 0.01}]}

model info

Experiment: EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12 331984421981454771 (Recorders: 4/6)

Recorder: 62c73cd36f364fbcb07d91edc4d29e59

	Model: {'id': '62c73cd36f364fbcb07d91edc4d29e59', 'model': 'CatBoostModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.047, 'ICIR': 0.315, 'Rank IC': 0.07, 'Rank ICIR': 0.435}, 'data_train_vec': ['2020-08-01', '2025-01-31'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.435', 'recency_weight': '0.122', 'weight': '0.053'}

Recorder: 32d9ba79a91b4bc8beec3c52602889cf

	Model: {'id': '32d9ba79a91b4bc8beec3c52602889cf', 'model': 'CatBoostModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.029, 'ICIR': 0.179, 'Rank IC': 0.069, 'Rank ICIR': 0.4}, 'data_train_vec': ['2021-08-01', '2025-04-30'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.400', 'recency_weight': '0.172', 'weight': '0.063'}

Recorder: 0bc02d248faa483fa1c57eaaf0718299

	Model: {'id': '0bc02d248faa483fa1c57eaaf0718299', 'model': 'CatBoostModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.015, 'ICIR': 0.086, 'Rank IC': 0.053, 'Rank ICIR': 0.307}, 'data_train_vec': ['2022-08-01', '2025-07-31'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.307', 'recency_weight': '0.245', 'weight': '0.053'}

Recorder: f74a317b4df9443a8a51498791937bb6

	Model: {'id': 'f74a317b4df9443a8a51498791937bb6', 'model': 'CatBoostModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.022, 'ICIR': 0.113, 'Rank IC': 0.074, 'Rank ICIR': 0.451}, 'data_train_vec': ['2023-08-01', '2025-10-31'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.451', 'recency_weight': '0.349', 'weight': '0.162'}

Experiment: EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12 100753591831558629 (Recorders: 5/6)

Recorder: 9131cb9aa8e34bb2bb082c429b166bd6

	Model: {'id': '9131cb9aa8e34bb2bb082c429b166bd6', 'model': 'LGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.052, 'ICIR': 0.331, 'Rank IC': 0.071, 'Rank ICIR': 0.436}, 'data_train_vec': ['2020-08-01', '2025-01-31'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.436', 'recency_weight': '0.122', 'weight': '0.053'}

Recorder: 2953612c970947d094de377c1c5269b3

	Model: {'id': '2953612c970947d094de377c1c5269b3', 'model': 'LGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.041, 'ICIR': 0.243, 'Rank IC': 0.067, 'Rank ICIR': 0.414}, 'data_train_vec': ['2021-08-01', '2025-04-30'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.414', 'recency_weight': '0.172', 'weight': '0.067'}

Recorder: cde050b18fee4a378d3ff7e524782fce

	Model: {'id': 'cde050b18fee4a378d3ff7e524782fce', 'model': 'LGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.023, 'ICIR': 0.13, 'Rank IC': 0.052, 'Rank ICIR': 0.321}, 'data_train_vec': ['2022-08-01', '2025-07-31'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.321', 'recency_weight': '0.245', 'weight': '0.057'}

Recorder: dffa35fd443d4759b894848f4ed20f8b

	Model: {'id': 'dffa35fd443d4759b894848f4ed20f8b', 'model': 'LGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.046, 'ICIR': 0.253, 'Rank IC': 0.07, 'Rank ICIR': 0.439}, 'data_train_vec': ['2023-08-01', '2025-10-31'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.439', 'recency_weight': '0.349', 'weight': '0.153'}

Recorder: d32710360bd44380a4ce2c3aa5833018

	Model: {'id': 'd32710360bd44380a4ce2c3aa5833018', 'model': 'LGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.02, 'ICIR': 0.111, 'Rank IC': 0.021, 'Rank ICIR': 0.115}, 'data_train_vec': ['2024-08-01', '2026-01-31'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.115', 'recency_weight': '0.498', 'weight': '0.015'}

Experiment: EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12 223003412083860235 (Recorders: 5/6)

Recorder: 3f660c3aecdc422591ce961397ed3cbf

	Model: {'id': '3f660c3aecdc422591ce961397ed3cbf', 'model': 'LinearModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.039, 'ICIR': 0.22, 'Rank IC': 0.055, 'Rank ICIR': 0.331}, 'data_train_vec': ['2020-08-01', '2025-01-31'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.331', 'recency_weight': '0.122', 'weight': '0.030'}

Recorder: 1eb10ba8add04f53ad2a7d94b67a95ee

	Model: {'id': '1eb10ba8add04f53ad2a7d94b67a95ee', 'model': 'LinearModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.027, 'ICIR': 0.142, 'Rank IC': 0.05, 'Rank ICIR': 0.29}, 'data_train_vec': ['2021-08-01', '2025-04-30'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.290', 'recency_weight': '0.172', 'weight': '0.033'}

Recorder: ff3a61a644f94cde87ba7dea3775ea80

	Model: {'id': 'ff3a61a644f94cde87ba7dea3775ea80', 'model': 'LinearModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.024, 'ICIR': 0.128, 'Rank IC': 0.049, 'Rank ICIR': 0.306}, 'data_train_vec': ['2022-08-01', '2025-07-31'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.306', 'recency_weight': '0.245', 'weight': '0.052'}

Recorder: a5e160860a974b2dad47b82ad5438e30

	Model: {'id': 'a5e160860a974b2dad47b82ad5438e30', 'model': 'LinearModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.053, 'ICIR': 0.25, 'Rank IC': 0.057, 'Rank ICIR': 0.314}, 'data_train_vec': ['2023-08-01', '2025-10-31'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.314', 'recency_weight': '0.349', 'weight': '0.078'}

Recorder: 344d6b0b50074dd185082e0a510436a5

	Model: {'id': '344d6b0b50074dd185082e0a510436a5', 'model': 'LinearModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.029, 'ICIR': 0.114, 'Rank IC': 0.029, 'Rank ICIR': 0.141}, 'data_train_vec': ['2024-08-01', '2026-01-31'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.141', 'recency_weight': '0.498', 'weight': '0.023'}

Experiment: EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12 719670460241221117 (Recorders: 2/6)

Recorder: 6ad094d1fd15478c835235ffd1272e90

	Model: {'id': '6ad094d1fd15478c835235ffd1272e90', 'model': 'XGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.043, 'ICIR': 0.276, 'Rank IC': 0.068, 'Rank ICIR': 0.451}, 'data_train_vec': ['2020-08-01', '2025-01-31'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.451', 'recency_weight': '0.122', 'weight': '0.056'}

Recorder: bab17f46280043d596f06f3af43dcef4

	Model: {'id': 'bab17f46280043d596f06f3af43dcef4', 'model': 'XGBModel', 'dataset': 'Alpha158', 'ic_info': {'IC': 0.022, 'ICIR': 0.129, 'Rank IC': 0.06, 'Rank ICIR': 0.367}, 'data_train_vec': ['2021-08-01', '2025-04-30'], 'train_time_vec': ['2026-08-01', '2026-08-01'], 'rank_icir': '0.367', 'recency_weight': '0.172', 'weight': '0.053'}

total.csv

	datetime	instrument	score	exp_name	rid	weight
1800	2026-07-31	SZ301308	1.614114761352539	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2139	2026-07-31	SH603986	1.328622817993164	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2118	2026-07-31	SZ000657	1.2642611265182495	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2252	2026-07-31	SH600522	1.2087548971176147	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2208	2026-07-31	SZ300476	1.1620378494262695	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2178	2026-07-31	SZ300394	1.160400390625	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2312	2026-07-31	SH600176	1.1039015054702759	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2121	2026-07-31	SZ000988	1.0842723846435547	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
598	2026-07-31	SZ301308	1.011248230934143	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2311	2026-07-31	SH600183	0.9609714150428772	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2191	2026-07-31	SZ300433	0.9485998749732971	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1948	2026-07-31	SZ301308	0.9138635396957397	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1411	2026-07-31	SH600183	0.8235014081001282	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2206	2026-07-31	SZ300502	0.8170505166053772	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2257	2026-07-31	SH600549	0.8037921786308289	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2171	2026-07-31	SH688012	0.7901288866996765	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2258	2026-07-31	SH600460	0.7899263501167297	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2230	2026-07-31	SZ002384	0.7867347002029419	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
339	2026-07-31	SH603986	0.7860468626022339	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2172	2026-07-31	SH688008	0.7803352475166321	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1908	2026-07-31	SZ300476	0.7695181369781494	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1878	2026-07-31	SZ300394	0.7681851387023926	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
452	2026-07-31	SH600522	0.7631427049636841	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2177	2026-07-31	SZ300408	0.7613182663917542	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2136	2026-07-31	SH688521	0.7599736452102661	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2180	2026-07-31	SZ300308	0.7433385252952576	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1952	2026-07-31	SH600522	0.7401611804962158	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1818	2026-07-31	SZ000657	0.7372071743011475	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1839	2026-07-31	SH603986	0.7304266691207886	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2163	2026-07-31	SH688183	0.7116559743881226	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1239	2026-07-31	SH603986	0.7089099884033203	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1264	2026-07-31	SH688126	0.7068325877189636	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
148	2026-07-31	SZ301308	0.7049179077148438	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2164	2026-07-31	SH688126	0.6993938684463501	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1580	2026-07-31	SZ300308	0.6962187886238098	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
600	2026-07-31	SZ301308	0.6952292919158936	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2212	2026-07-31	SZ002837	0.6945258378982544	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2158	2026-07-31	SH688396	0.6889758110046387	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2011	2026-07-31	SH600183	0.6824144721031189	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
408	2026-07-31	SZ300476	0.6697908043861389	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2166	2026-07-31	SH688082	0.6617326736450195	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1291	2026-07-31	SZ300433	0.645779013633728	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2267	2026-07-31	SH600584	0.6448366045951843	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
321	2026-07-31	SZ000988	0.6437360048294067	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1412	2026-07-31	SH600176	0.6399648785591125	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1891	2026-07-31	SZ300433	0.6343149542808533	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
108	2026-07-31	SZ300476	0.6338638067245483	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
378	2026-07-31	SZ300394	0.6279253959655762	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1877	2026-07-31	SZ300408	0.627444863319397	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1821	2026-07-31	SZ000988	0.6198564171791077	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2135	2026-07-31	SH688981	0.6195717453956604	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
318	2026-07-31	SZ000657	0.6188560128211975	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1282	2026-07-31	SZ300418	0.607795238494873	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
512	2026-07-31	SH600176	0.6038181185722351	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1572	2026-07-31	SH688008	0.6002779603004456	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2245	2026-07-31	SZ002463	0.5904437303543091	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3091	2026-07-31	SZ300418	0.5856140390337926	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2234	2026-07-31	SZ002709	0.5788775086402893	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2204	2026-07-31	SZ300661	0.5782715082168579	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1358	2026-07-31	SH600460	0.5745829343795776	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
391	2026-07-31	SZ300433	0.5744341015815735	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1008	2026-07-31	SZ300476	0.5727000832557678	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2238	2026-07-31	SZ002600	0.5659322738647461	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2012	2026-07-31	SH600176	0.5549941658973694	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1880	2026-07-31	SZ300308	0.5539883971214294	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2211	2026-07-31	SZ002916	0.5467934012413025	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
78	2026-07-31	SZ300394	0.5411564707756042	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
372	2026-07-31	SH688008	0.5347381234169006	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1711	2026-07-31	SH600183	0.5341612696647644	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4761	2026-07-31	SZ301308	0.5337123274803162	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
458	2026-07-31	SH600460	0.5314949154853821	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
39	2026-07-31	SH603986	0.5294504165649414	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1871	2026-07-31	SH688012	0.5259870290756226	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
21	2026-07-31	SZ000988	0.5241520404815674	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1872	2026-07-31	SH688008	0.5241143703460693	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2315	2026-07-31	SH600118	0.5202848315238953	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1906	2026-07-31	SZ300502	0.5162519812583923	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
377	2026-07-31	SZ300408	0.5161395072937012	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
511	2026-07-31	SH600183	0.5125957727432251	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4291	2026-07-31	SZ300418	0.5092022233483801	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2161	2026-07-31	SH688256	0.5059688091278076	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
939	2026-07-31	SH603986	0.5050538778305054	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2132	2026-07-31	SZ000725	0.5013848543167114	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1564	2026-07-31	SH688126	0.4889046251773834	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1258	2026-07-31	SH688396	0.48765668272972107	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3038	2026-07-31	SH603986	0.4776883856243397	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
978	2026-07-31	SZ300394	0.4769303500652313	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1263	2026-07-31	SH688183	0.4708392918109894	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3210	2026-07-31	SH600183	0.4646314739268709	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2147	2026-07-31	SH603260	0.45772790908813477	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1236	2026-07-31	SH688521	0.45760634541511536	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1612	2026-07-31	SZ002837	0.4566945433616638	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
921	2026-07-31	SZ000988	0.4565204381942749	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
364	2026-07-31	SH688126	0.45509687066078186	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
358	2026-07-31	SH688396	0.4550565779209137	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2196	2026-07-31	SZ301165	0.44434741139411926	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2231	2026-07-31	SZ002422	0.4432127773761749	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2179	2026-07-31	SZ300316	0.44015613198280334	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2181	2026-07-31	SZ300274	0.43971288204193115	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3391	2026-07-31	SZ300418	0.4334363116860957	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1606	2026-07-31	SZ300502	0.43232491612434387	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
371	2026-07-31	SH688012	0.4315067529678345	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2169	2026-07-31	SH688041	0.43066754937171936	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
152	2026-07-31	SH600522	0.42069000005722046	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
982	2026-07-31	SZ300418	0.41854989528656006	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
380	2026-07-31	SZ300308	0.4181951582431793	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
972	2026-07-31	SH688008	0.41802510619163513	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1957	2026-07-31	SH600549	0.4171897768974304	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
211	2026-07-31	SH600183	0.4171207845211029	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2228	2026-07-31	SZ002371	0.41532352566719055	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
72	2026-07-31	SH688008	0.41224971413612366	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2209	2026-07-31	SZ002938	0.4120195508003235	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
77	2026-07-31	SZ300408	0.41038188338279724	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1667	2026-07-31	SH600584	0.40862080454826355	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1052	2026-07-31	SH600522	0.40696093440055847	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1578	2026-07-31	SZ300394	0.4066455066204071	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
977	2026-07-31	SZ300408	0.40560081601142883	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1608	2026-07-31	SZ300476	0.405303031206131	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
412	2026-07-31	SZ002837	0.4040049910545349	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1111	2026-07-31	SH600183	0.4010823369026184	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
82	2026-07-31	SZ300418	0.39952802658081055	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1563	2026-07-31	SH688183	0.3982362747192383	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
332	2026-07-31	SZ000725	0.3974529802799225	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2182	2026-07-31	SZ300418	0.3932807445526123	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2122	2026-07-31	SZ000977	0.388346403837204	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
991	2026-07-31	SZ300433	0.38805800676345825	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
91	2026-07-31	SZ300433	0.38718438148498535	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
80	2026-07-31	SZ300308	0.38387951254844666	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1306	2026-07-31	SZ300502	0.3827252686023712	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2246	2026-07-31	SZ002460	0.38023820519447327	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
382	2026-07-31	SZ300418	0.37895509600639343	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1835	2026-07-31	SH688981	0.3765372335910797	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2125	2026-07-31	SZ000938	0.37360385060310364	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2843	2026-07-31	SZ002466	0.3729620456280783	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
106	2026-07-31	SZ300502	0.37294474244117737	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1864	2026-07-31	SH688126	0.37151679396629333	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2244	2026-07-31	SZ002466	0.3714314103126526	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1609	2026-07-31	SZ002938	0.37128809094429016	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1312	2026-07-31	SZ002837	0.3699471354484558	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1266	2026-07-31	SH688082	0.3688129186630249	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2149	2026-07-31	SH603019	0.3668825626373291	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2225	2026-07-31	SZ002049	0.3666383624076843	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1330	2026-07-31	SZ002384	0.364524245262146	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1930	2026-07-31	SZ002384	0.3634733259677887	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2740	2026-07-31	SH603799	0.36234757550506297	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
112	2026-07-31	SZ002837	0.36106130480766296	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
980	2026-07-31	SZ300308	0.3609409034252167	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1904	2026-07-31	SZ300661	0.36092713475227356	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
406	2026-07-31	SZ300502	0.35661202669143677	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1278	2026-07-31	SZ300394	0.3531651496887207	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
467	2026-07-31	SH600584	0.3514880836009979	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1577	2026-07-31	SZ300408	0.35107141733169556	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1367	2026-07-31	SH600584	0.35062503814697266	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1058	2026-07-31	SH600460	0.34986308217048645	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
964	2026-07-31	SH688126	0.346226304769516	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2805	2026-07-31	SZ300502	0.3445091097007757	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
457	2026-07-31	SH600549	0.3442709147930145	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1348	2026-07-31	SZ301308	0.344207763671875	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1958	2026-07-31	SH600460	0.3434505760669708	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2756	2026-07-31	SH688008	0.3432771283266688	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2192	2026-07-31	SZ300442	0.3431682288646698	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1536	2026-07-31	SH688521	0.3427373468875885	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1012	2026-07-31	SZ002837	0.3423241674900055	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
438	2026-07-31	SZ002600	0.34199169278144836	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
18	2026-07-31	SZ000657	0.3412453234195709	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1909	2026-07-31	SZ002938	0.34108036756515503	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1938	2026-07-31	SZ002600	0.33829963207244873	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2777	2026-07-31	SZ300394	0.3378555128615314	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1006	2026-07-31	SZ300502	0.3373652398586273	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2776	2026-07-31	SZ300408	0.33626055669145954	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
404	2026-07-31	SZ300661	0.33619245886802673	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1644	2026-07-31	SZ002466	0.33423763513565063	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
918	2026-07-31	SZ000657	0.3317371606826782	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2194	2026-07-31	SZ301269	0.330453485250473	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
971	2026-07-31	SH688012	0.3302154541015625	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1591	2026-07-31	SZ300433	0.3291691243648529	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
958	2026-07-31	SH688396	0.3286697566509247	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
336	2026-07-31	SH688521	0.3285861313343048	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1218	2026-07-31	SZ000657	0.32665517926216125	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2735	2026-07-31	SH688521	0.3266518190404398	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1221	2026-07-31	SZ000988	0.325880765914917	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1866	2026-07-31	SH688082	0.32451239228248596	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
158	2026-07-31	SH600460	0.32427704334259033	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1882	2026-07-31	SZ300418	0.32307833433151245	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
71	2026-07-31	SH688012	0.3228733539581299	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1945	2026-07-31	SZ002463	0.3201286196708679	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
381	2026-07-31	SZ300274	0.31884464621543884	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1611	2026-07-31	SZ002916	0.3178579807281494	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1912	2026-07-31	SZ002837	0.31767675280570984	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2220	2026-07-31	SZ002202	0.31242117285728455	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2283	2026-07-31	SH600588	0.311929315328598	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1566	2026-07-31	SH688082	0.31159335374832153	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2393	2026-07-31	SH601138	0.3107791543006897	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3598	2026-07-31	SZ301308	0.3104622738152754	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
64	2026-07-31	SH688126	0.3066711127758026	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
411	2026-07-31	SZ002916	0.30642253160476685	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1112	2026-07-31	SH600176	0.30625051259994507	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1858	2026-07-31	SH688396	0.3054663836956024	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
428	2026-07-31	SZ002371	0.3054574728012085	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1308	2026-07-31	SZ300476	0.30478352308273315	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1863	2026-07-31	SH688183	0.3024894893169403	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3035	2026-07-31	SH688521	0.30196492059954594	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1934	2026-07-31	SZ002709	0.2966080605983734	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
58	2026-07-31	SH688396	0.2964176833629608	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1067	2026-07-31	SH600584	0.2919502556324005	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1521	2026-07-31	SZ000988	0.2916104197502136	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1352	2026-07-31	SH600522	0.2902233898639679	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1861	2026-07-31	SH688256	0.28898942470550537	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1652	2026-07-31	SH600522	0.2880271375179291	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1518	2026-07-31	SZ000657	0.28789225220680237	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2272	2026-07-31	SH600875	0.28756630420684814	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
366	2026-07-31	SH688082	0.2873583137989044	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
434	2026-07-31	SZ002709	0.286702424287796	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1911	2026-07-31	SZ002916	0.28576695919036865	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
379	2026-07-31	SZ300316	0.28569296002388	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2113	2026-07-31	SZ000063	0.28527307510375977	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
335	2026-07-31	SH688981	0.28470081090927124	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1630	2026-07-31	SZ002384	0.28424036502838135	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2779	2026-07-31	SZ300308	0.283689858232602	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1582	2026-07-31	SZ300418	0.2806224524974823	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2226	2026-07-31	SZ002028	0.2801029682159424	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1983	2026-07-31	SH600588	0.27773356437683105	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1357	2026-07-31	SH600549	0.27770429849624634	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2141	2026-07-31	SH603799	0.27717891335487366	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
483	2026-07-31	SH600588	0.2770848870277405	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2882	2026-07-31	SH600588	0.27560872193838704	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1281	2026-07-31	SZ300274	0.2747971713542938	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1634	2026-07-31	SZ002709	0.2734006345272064	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
167	2026-07-31	SH600584	0.27204689383506775	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3107	2026-07-31	SZ300476	0.2710294427903631	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1272	2026-07-31	SH688008	0.27059221267700195	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1646	2026-07-31	SZ002460	0.2693403661251068	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1928	2026-07-31	SZ002371	0.2686559557914734	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2762	2026-07-31	SH688183	0.2661981958578615	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2243	2026-07-31	SZ002475	0.26615962386131287	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1967	2026-07-31	SH600584	0.265337198972702	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1931	2026-07-31	SZ002422	0.2631513476371765	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3077	2026-07-31	SZ300394	0.26144198966008514	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
425	2026-07-31	SZ002049	0.2608680725097656	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
183	2026-07-31	SH600588	0.26085174083709717	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1028	2026-07-31	SZ002371	0.2607351839542389	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
35	2026-07-31	SH688981	0.2604646384716034	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2833	2026-07-31	SZ002709	0.25964522280039776	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1004	2026-07-31	SZ300661	0.2582419514656067	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1832	2026-07-31	SZ000725	0.254372239112854	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
130	2026-07-31	SZ002384	0.2537183165550232	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3076	2026-07-31	SZ300408	0.2532566679505722	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2224	2026-07-31	SZ002050	0.25317463278770447	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
936	2026-07-31	SH688521	0.24961219727993011	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2327	2026-07-31	SH601689	0.2492123544216156	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2837	2026-07-31	SZ002600	0.2486955439998879	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1304	2026-07-31	SZ300661	0.24615731835365295	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1083	2026-07-31	SH600588	0.2445351928472519	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2326	2026-07-31	SH601698	0.24392098188400269	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2221	2026-07-31	SZ002179	0.24308668076992035	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
347	2026-07-31	SH603260	0.24304348230361938	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1881	2026-07-31	SZ300274	0.24278080463409424	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2760	2026-07-31	SH688256	0.24276236521588376	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2765	2026-07-31	SH688082	0.23994909718999996	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2317	2026-07-31	SH600111	0.23976761102676392	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2910	2026-07-31	SH600183	0.23908753346995856	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
932	2026-07-31	SZ000725	0.23839543759822845	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3482	2026-07-31	SH600588	0.23750792436888707	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
445	2026-07-31	SZ002463	0.23526468873023987	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3168	2026-07-31	SH600584	0.2340600386927941	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2294	2026-07-31	SH600026	0.23391596972942352	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
935	2026-07-31	SH688981	0.23345282673835754	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1879	2026-07-31	SZ300316	0.23292234539985657	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3182	2026-07-31	SH600588	0.23207171589460823	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
394	2026-07-31	SZ301269	0.23085938394069672	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1415	2026-07-31	SH600118	0.22980904579162598	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1658	2026-07-31	SH600460	0.22932793200016022	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3105	2026-07-31	SZ300502	0.22915505008661888	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2188	2026-07-31	SZ300014	0.2284962683916092	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2168	2026-07-31	SH688047	0.22691261768341064	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
36	2026-07-31	SH688521	0.2255316525697708	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
966	2026-07-31	SH688082	0.2253456711769104	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1568	2026-07-31	SH688047	0.22512279450893402	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
212	2026-07-31	SH600176	0.22485628724098206	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1539	2026-07-31	SH603986	0.22440050542354584	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2193	2026-07-31	SZ300450	0.22433504462242126	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2844	2026-07-31	SZ002463	0.2236017053159881	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2491	2026-07-31	SZ300418	0.22351934713626437	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3020	2026-07-31	SZ000988	0.22334359102215268	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
981	2026-07-31	SZ300274	0.22282887995243073	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1579	2026-07-31	SZ300316	0.22278976440429688	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4582	2026-07-31	SZ300418	0.22150560646774087	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2868	2026-07-31	SH600584	0.221026208929435	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
81	2026-07-31	SZ300274	0.21963728964328766	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1034	2026-07-31	SZ002709	0.2195681482553482	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2256	2026-07-31	SH600482	0.21750745177268982	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3062	2026-07-31	SH688183	0.21694957815646995	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1836	2026-07-31	SH688521	0.21682405471801758	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2792	2026-07-31	SZ300433	0.2163315815952449	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
409	2026-07-31	SZ002938	0.21632342040538788	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
515	2026-07-31	SH600118	0.2154819816350937	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2811	2026-07-31	SZ002837	0.21535656213429252	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1541	2026-07-31	SH603799	0.21520692110061646	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1825	2026-07-31	SZ000938	0.21429823338985443	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3211	2026-07-31	SH600176	0.21238908055726832	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1325	2026-07-31	SZ002049	0.21201522648334503	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2313	2026-07-31	SH600160	0.21165882050991058	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
361	2026-07-31	SH688256	0.21152423322200775	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1822	2026-07-31	SZ000977	0.2115010917186737	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1011	2026-07-31	SZ002916	0.2114449143409729	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
128	2026-07-31	SZ002371	0.21038979291915894	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
104	2026-07-31	SZ300661	0.2103787362575531	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1847	2026-07-31	SH603260	0.20979714393615723	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2807	2026-07-31	SZ300476	0.20939854409943826	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
145	2026-07-31	SZ002463	0.2072409838438034	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1645	2026-07-31	SZ002463	0.2041994035243988	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1625	2026-07-31	SZ002049	0.2040403038263321	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2112	2026-07-31	SZ000100	0.20349353551864624	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3033	2026-07-31	SZ000657	0.20286662756250115	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
349	2026-07-31	SH603019	0.20219267904758453	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1638	2026-07-31	SZ002600	0.20039796829223633	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
61	2026-07-31	SH688256	0.20025786757469177	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
63	2026-07-31	SH688183	0.20006321370601654	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
109	2026-07-31	SZ002938	0.19946639239788055	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
125	2026-07-31	SZ002049	0.19925400614738464	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2720	2026-07-31	SZ000988	0.19717340764702895	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3057	2026-07-31	SH688396	0.19693549915796446	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3407	2026-07-31	SZ300476	0.19671964798466068	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2153	2026-07-31	SH605117	0.19597189128398895	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1869	2026-07-31	SH688041	0.19585281610488892	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2582	2026-07-31	SH600588	0.19534365892914435	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3060	2026-07-31	SH688256	0.19518371630201953	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
961	2026-07-31	SH688256	0.1949182003736496	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
963	2026-07-31	SH688183	0.19435124099254608	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1009	2026-07-31	SZ002938	0.19369541108608246	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2142	2026-07-31	SH603501	0.19345802068710327	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2264	2026-07-31	SH600362	0.1931409239768982	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2145	2026-07-31	SH603296	0.19293929636478424	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
32	2026-07-31	SZ000725	0.19265086948871613	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1045	2026-07-31	SZ002463	0.1923789083957672	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1712	2026-07-31	SH600176	0.19188109040260315	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
994	2026-07-31	SZ301269	0.1894449144601822	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
94	2026-07-31	SZ301269	0.18888257443904877	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1344	2026-07-31	SZ002466	0.1888301819562912	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1030	2026-07-31	SZ002384	0.1882743239402771	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4382	2026-07-31	SH600588	0.18786922914411186	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1715	2026-07-31	SH600118	0.1875559240579605	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1925	2026-07-31	SZ002049	0.18740643560886383	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
134	2026-07-31	SZ002709	0.1868942677974701	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
138	2026-07-31	SZ002600	0.18685610592365265	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
111	2026-07-31	SZ002916	0.18662427365779877	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1532	2026-07-31	SZ000725	0.18607266247272491	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
430	2026-07-31	SZ002384	0.18517236411571503	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1013	2026-07-31	SZ002353	0.18516767024993896	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1845	2026-07-31	SH603296	0.18507865071296692	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3079	2026-07-31	SZ300308	0.18496406934872742	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3147	2026-07-31	SZ002384	0.18474169893812653	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1561	2026-07-31	SH688256	0.18455994129180908	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2789	2026-07-31	SZ002938	0.1843003516474658	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1581	2026-07-31	SZ300274	0.18403060734272003	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1793	2026-07-31	SH601138	0.18380385637283325	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3972	2026-07-31	SH688008	0.18311312474529545	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1025	2026-07-31	SZ002049	0.18250702321529388	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3065	2026-07-31	SH688082	0.18245252849870364	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1849	2026-07-31	SH603019	0.18191410601139069	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1334	2026-07-31	SZ002709	0.1818453073501587	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2251	2026-07-31	SH600547	0.18158505856990814	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2093	2026-07-31	SH601138	0.18043603003025055	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2201	2026-07-31	SZ300803	0.18014734983444214	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
66	2026-07-31	SH688082	0.1798669993877411	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
593	2026-07-31	SH601138	0.17973515391349792	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4038	2026-07-31	SZ002600	0.17882755470431327	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1038	2026-07-31	SZ002600	0.17816627025604248	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3510	2026-07-31	SH600183	0.17794597932608658	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2851	2026-07-31	SH600522	0.177941107831863	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
969	2026-07-31	SH688041	0.1756412833929062	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3092	2026-07-31	SZ300433	0.17558765803122145	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4020	2026-07-31	SZ002202	0.17547099974489855	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2017	2026-07-31	SH600111	0.17501689493656158	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3338	2026-07-31	SH603986	0.17473705510829263	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2277	2026-07-31	SH600760	0.1742081195116043	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2116	2026-07-31	SZ000630	0.1733044981956482	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1277	2026-07-31	SZ300408	0.17287488281726837	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
979	2026-07-31	SZ300316	0.17255915701389313	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
421	2026-07-31	SZ002179	0.17180001735687256	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4034	2026-07-31	SZ002709	0.17163043460196445	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3377	2026-07-31	SZ300394	0.17075218580887946	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
363	2026-07-31	SH688183	0.1705460250377655	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1115	2026-07-31	SH600118	0.1694902926683426	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2213	2026-07-31	SZ002353	0.16905583441257477	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4004	2026-07-31	SZ300661	0.16899180756369184	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1620	2026-07-31	SZ002202	0.1689089685678482	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
69	2026-07-31	SH688041	0.1678619533777237	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3922	2026-07-31	SZ000977	0.1674537041516532	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4045	2026-07-31	SZ002463	0.16608742623845701	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
49	2026-07-31	SH603019	0.1642370969057083	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2733	2026-07-31	SZ000657	0.1637923573374715	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2808	2026-07-31	SZ300450	0.16360010282851115	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2371	2026-07-31	SH600999	0.16328118741512299	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1232	2026-07-31	SZ000725	0.1627465784549713	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4009	2026-07-31	SZ002938	0.1620216101467442	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4044	2026-07-31	SZ002466	0.1619988312011442	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1896	2026-07-31	SZ301165	0.16188955307006836	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4682	2026-07-31	SH600588	0.16067582612826756	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3063	2026-07-31	SH688126	0.1593239309931704	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3468	2026-07-31	SH600584	0.1588790549367745	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4113	2026-07-31	SH600160	0.15883192589091005	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
369	2026-07-31	SH688041	0.15851496160030365	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
949	2026-07-31	SH603019	0.1581439971923828	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3299	2026-07-31	SZ301308	0.1574419087863171	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
293	2026-07-31	SH601138	0.15727496147155762	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2721	2026-07-31	SZ000977	0.15699967230262266	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1294	2026-07-31	SZ301269	0.15648330748081207	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3411	2026-07-31	SZ002837	0.15617930969276883	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2791	2026-07-31	SZ300418	0.1554142008063808	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1567	2026-07-31	SH688072	0.15531356632709503	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4117	2026-07-31	SH600111	0.15524393868933473	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1592	2026-07-31	SZ300442	0.15496613085269928	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3941	2026-07-31	SH603799	0.1541720368378302	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1944	2026-07-31	SZ002466	0.15368637442588806	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
542	2026-07-31	SH601766	0.15368202328681946	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
79	2026-07-31	SZ300316	0.15346691012382507	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3151	2026-07-31	SH600522	0.15326678001484684	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1241	2026-07-31	SH603799	0.1530696302652359	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1571	2026-07-31	SH688012	0.15290743112564087	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
413	2026-07-31	SZ002353	0.15288382768630981	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1717	2026-07-31	SH600111	0.15211893618106842	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
945	2026-07-31	SH603296	0.15169507265090942	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
45	2026-07-31	SH603296	0.1516871303319931	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3682	2026-07-31	SZ300418	0.15158387112306762	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3333	2026-07-31	SZ000657	0.15100236374332782	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2803	2026-07-31	SZ300661	0.15089037873984237	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3156	2026-07-31	SH600460	0.15000898502523122	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2763	2026-07-31	SH688126	0.14934098460355724	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1946	2026-07-31	SZ002460	0.14901518821716309	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2866	2026-07-31	SH600549	0.14892267401989218	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2137	2026-07-31	SH688506	0.14851900935173035	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3111	2026-07-31	SZ002837	0.1483076522457662	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3961	2026-07-31	SH688256	0.14822466929832773	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4025	2026-07-31	SZ002049	0.1480395364956078	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2824	2026-07-31	SZ002049	0.1463707772501874	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2162	2026-07-31	SH688223	0.1462724357843399	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1926	2026-07-31	SZ002028	0.1442965567111969	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3103	2026-07-31	SZ300661	0.14380043179159094	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2738	2026-07-31	SH603986	0.14369652625783763	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
215	2026-07-31	SH600118	0.14330308139324188	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4111	2026-07-31	SH600183	0.14269975996410234	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
908	2026-07-31	SZ000338	0.14231915771961212	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3980	2026-07-31	SZ300308	0.1420960789634932	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3991	2026-07-31	SZ300433	0.14184609929236014	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2757	2026-07-31	SH688396	0.14097847149916626	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1558	2026-07-31	SH688396	0.1407829076051712	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3981	2026-07-31	SZ300274	0.14053535765821837	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4046	2026-07-31	SZ002460	0.14012550350206313	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4021	2026-07-31	SZ002179	0.13938353571000192	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1964	2026-07-31	SH600362	0.13933953642845154	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3967	2026-07-31	SH688072	0.13922255221959481	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2108	2026-07-31	SZ000338	0.13914862275123596	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
157	2026-07-31	SH600549	0.1391485035419464	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3080	2026-07-31	SZ300274	0.139072348099113	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1057	2026-07-31	SH600549	0.13857834041118622	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3376	2026-07-31	SZ300408	0.13836639431750786	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2766	2026-07-31	SH688072	0.13784231492794302	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2731	2026-07-31	SZ000725	0.1376316260128906	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3320	2026-07-31	SZ000988	0.13741097589577356	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
446	2026-07-31	SZ002460	0.13720479607582092	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3056	2026-07-31	SH688008	0.13676659415932396	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3993	2026-07-31	SZ300450	0.13668921456737101	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1193	2026-07-31	SH601138	0.13574865460395813	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4006	2026-07-31	SZ300502	0.1357243237984357	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2778	2026-07-31	SZ300316	0.13508460297355548	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2734	2026-07-31	SH688981	0.13496768576176518	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1142	2026-07-31	SH601766	0.13489970564842224	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
953	2026-07-31	SH605117	0.1347319334745407	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
517	2026-07-31	SH600111	0.13288363814353943	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1943	2026-07-31	SZ002475	0.13274160027503967	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1841	2026-07-31	SH603799	0.1320943832397461	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3379	2026-07-31	SZ300308	0.13175621690479555	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
444	2026-07-31	SZ002466	0.13167212903499603	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2157	2026-07-31	SH688472	0.13123954832553864	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1593	2026-07-31	SZ300450	0.1306370049715042	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
922	2026-07-31	SZ000977	0.1302124410867691	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1383	2026-07-31	SH600588	0.13001291453838348	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2912	2026-07-31	SH600160	0.12918887922308617	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1261	2026-07-31	SH688256	0.12808163464069366	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
530	2026-07-31	SH601668	0.12801720201969147	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1888	2026-07-31	SZ300014	0.12794959545135498	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2845	2026-07-31	SZ002460	0.1277593666037389	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
8	2026-07-31	SZ000338	0.12761642038822174	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
146	2026-07-31	SZ002460	0.12715314328670502	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
242	2026-07-31	SH601766	0.12662160396575928	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4280	2026-07-31	SZ300274	0.12655718680754324	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2255	2026-07-31	SH600489	0.12650781869888306	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
420	2026-07-31	SZ002202	0.12649039924144745	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
113	2026-07-31	SZ002353	0.1261454075574875	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1044	2026-07-31	SZ002466	0.12601692974567413	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1813	2026-07-31	SZ000063	0.1256977915763855	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2123	2026-07-31	SZ000975	0.12541329860687256	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
353	2026-07-31	SH605117	0.12486141175031662	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
53	2026-07-31	SH605117	0.1247781440615654	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1901	2026-07-31	SZ300803	0.12416239827871323	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4013	2026-07-31	SZ002353	0.12399161451663025	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2810	2026-07-31	SZ002916	0.12380136201901497	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3738	2026-07-31	SZ002600	0.12374196480025286	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
322	2026-07-31	SZ000977	0.1235847994685173	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2129	2026-07-31	SZ000792	0.12350486218929291	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
426	2026-07-31	SZ002028	0.12349101901054382	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3977	2026-07-31	SZ300408	0.1234171515556795	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3031	2026-07-31	SZ000725	0.12288461885086872	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1894	2026-07-31	SZ301269	0.12154442071914673	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1657	2026-07-31	SH600549	0.12122618407011032	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1279	2026-07-31	SZ300316	0.12102197855710983	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1338	2026-07-31	SZ002600	0.12083025276660919	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2111	2026-07-31	SZ000157	0.12063401937484741	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1253	2026-07-31	SH605117	0.12021739780902863	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
121	2026-07-31	SZ002179	0.12020676583051682	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
230	2026-07-31	SH601668	0.11918307840824127	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
431	2026-07-31	SZ002422	0.11866698414087296	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
144	2026-07-31	SZ002466	0.11852923035621643	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
126	2026-07-31	SZ002028	0.11829930543899536	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1816	2026-07-31	SZ000630	0.11791235208511353	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1026	2026-07-31	SZ002028	0.11619414389133453	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2770	2026-07-31	SH688012	0.11577979495126815	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1046	2026-07-31	SZ002460	0.11540834605693817	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1924	2026-07-31	SZ002050	0.11530358344316483	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1887	2026-07-31	SZ300015	0.11521359533071518	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1173	2026-07-31	SH600958	0.11519388854503632	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1913	2026-07-31	SZ002353	0.11504577845335007	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1713	2026-07-31	SH600160	0.11494258046150208	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
143	2026-07-31	SZ002475	0.11477944254875183	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1812	2026-07-31	SZ000100	0.11431062966585159	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1842	2026-07-31	SH603501	0.11369049549102783	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
217	2026-07-31	SH600111	0.11344930529594421	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
47	2026-07-31	SH603260	0.11325301229953766	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4008	2026-07-31	SZ300476	0.11317468351625147	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3143	2026-07-31	SZ002466	0.11305508082862183	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
477	2026-07-31	SH600760	0.11265546828508377	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
172	2026-07-31	SH600875	0.11228696256875992	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1594	2026-07-31	SZ301269	0.1120540127158165	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2916	2026-07-31	SH600111	0.1116180234175771	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1920	2026-07-31	SZ002202	0.11137016117572784	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3932	2026-07-31	SZ000725	0.11126738400608718	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3947	2026-07-31	SH603260	0.11081179814957924	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1604	2026-07-31	SZ300661	0.11075352877378464	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
22	2026-07-31	SZ000977	0.11057715117931366	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2551	2026-07-31	SH600522	0.11044303134363387	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4083	2026-07-31	SH600588	0.11040119650143451	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3725	2026-07-31	SZ002049	0.10995193749338009	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2780	2026-07-31	SZ300274	0.10994507303132449	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
345	2026-07-31	SH603296	0.10988009721040726	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3133	2026-07-31	SZ002709	0.10982145290585175	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2210	2026-07-31	SZ002920	0.10974689573049545	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2190	2026-07-31	SZ300124	0.10968194901943207	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2319	2026-07-31	SH600089	0.1094433069229126	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
653	2026-07-31	SH605117	0.10894420653829148	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3979	2026-07-31	SZ300316	0.1084783137905133	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
443	2026-07-31	SZ002475	0.10814560949802399	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2875	2026-07-31	SH600795	0.10813238858725009	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
734	2026-07-31	SZ002709	0.10802675333517668	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
526	2026-07-31	SH601698	0.10791156440973282	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2058	2026-07-31	SH601800	0.10777018964290619	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
513	2026-07-31	SH600160	0.10746077448129654	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2015	2026-07-31	SH600118	0.10676267743110657	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3335	2026-07-31	SH688521	0.10603786380030569	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2352	2026-07-31	SH601868	0.10579933971166611	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4067	2026-07-31	SH600584	0.1048390269249133	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
704	2026-07-31	SZ300661	0.10450730176088292	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1070	2026-07-31	SH600887	0.10436078906059265	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2795	2026-07-31	SZ301165	0.10392316819534464	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2269	2026-07-31	SH600893	0.1037578284740448	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3971	2026-07-31	SH688012	0.10345089331895359	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2042	2026-07-31	SH601766	0.10329403728246689	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1117	2026-07-31	SH600111	0.10286702960729599	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2119	2026-07-31	SZ001280	0.10257009416818619	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1921	2026-07-31	SZ002179	0.10244763642549515	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
815	2026-07-31	SH600118	0.10198298171623556	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1130	2026-07-31	SH601668	0.1018805280327797	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3145	2026-07-31	SZ002460	0.10130158187189271	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3653	2026-07-31	SH605117	0.10127649219249357	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
571	2026-07-31	SH600999	0.10115683823823929	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3621	2026-07-31	SZ000988	0.10095749681887628	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1021	2026-07-31	SZ002179	0.10085540264844894	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2030	2026-07-31	SH601668	0.10054159164428711	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2547	2026-07-31	SZ002384	0.10053456011031293	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3953	2026-07-31	SH605117	0.10047613085513683	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3956	2026-07-31	SH688009	0.10006126118481065	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1245	2026-07-31	SH603296	0.09979358315467834	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2067	2026-07-31	SH601018	0.09937306493520737	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2847	2026-07-31	SZ002384	0.09935550242876583	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1292	2026-07-31	SZ300442	0.09909088164567947	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3298	2026-07-31	SZ301308	0.09888318164647168	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2053	2026-07-31	SH601857	0.09873490035533905	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4333	2026-07-31	SZ002709	0.09861609119089704	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1442	2026-07-31	SH601766	0.09855424612760544	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4028	2026-07-31	SZ002371	0.09843090264171601	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3632	2026-07-31	SZ000725	0.09840801807893564	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4030	2026-07-31	SZ002384	0.09827701005351806	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3734	2026-07-31	SZ002709	0.09819288347345728	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4057	2026-07-31	SH600549	0.09798768193347707	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1072	2026-07-31	SH600875	0.09784815460443497	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3672	2026-07-31	SH688008	0.09782177841607474	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2073	2026-07-31	SH600958	0.09769775718450546	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3130	2026-07-31	SZ002371	0.09733829396107273	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3447	2026-07-31	SZ002384	0.09693377783351556	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
622	2026-07-31	SZ000977	0.096815309655823	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
470	2026-07-31	SH600887	0.09665090590715408	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2610	2026-07-31	SH600183	0.09651520090293643	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
226	2026-07-31	SH601698	0.0964922159910202	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1972	2026-07-31	SH600875	0.09645077586174011	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3433	2026-07-31	SZ002709	0.09638615203904051	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1280	2026-07-31	SZ300308	0.09635679423809052	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
312	2026-07-31	SZ000100	0.09620561450719833	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1553	2026-07-31	SH605117	0.09607381373643875	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2699	2026-07-31	SZ301308	0.09580258738041451	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3709	2026-07-31	SZ002938	0.09553462803607404	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4343	2026-07-31	SZ002466	0.09553346746811546	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2856	2026-07-31	SH600460	0.09551326953198522	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2793	2026-07-31	SZ300442	0.09550349930040487	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2479	2026-07-31	SZ300308	0.09543500053790954	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
744	2026-07-31	SZ002466	0.09456481131363825	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1535	2026-07-31	SH688981	0.09444550424814224	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1613	2026-07-31	SZ002353	0.094367615878582	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3110	2026-07-31	SZ002916	0.09426812385457148	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
456	2026-07-31	SH600482	0.09408316016197205	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3405	2026-07-31	SZ300502	0.09404564095540535	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
728	2026-07-31	SZ002371	0.09350919773627603	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3744	2026-07-31	SZ002466	0.09349739942568683	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
41	2026-07-31	SH603799	0.09345705807209015	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
341	2026-07-31	SH603799	0.09328044205904007	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2476	2026-07-31	SZ300408	0.0932217690283917	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1269	2026-07-31	SH688041	0.09295947849750519	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4443	2026-07-31	SH601766	0.09289858482716762	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2330	2026-07-31	SH601668	0.09278354048728943	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2746	2026-07-31	SH603260	0.0926056887754551	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3365	2026-07-31	SH688082	0.09227312547437795	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3748	2026-07-31	SZ301308	0.09187675805532489	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2456	2026-07-31	SH688008	0.09183327359106114	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3966	2026-07-31	SH688082	0.09164226654877594	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3124	2026-07-31	SZ002049	0.0914996821907915	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3745	2026-07-31	SZ002463	0.09147058196014951	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
62	2026-07-31	SH688223	0.09147049486637115	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2302	2026-07-31	SH600010	0.09137871861457825	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3243	2026-07-31	SH601766	0.09108180415569327	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3680	2026-07-31	SZ300308	0.09080266436852086	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2830	2026-07-31	SZ002371	0.09076133527675231	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
813	2026-07-31	SH600160	0.09075798446763803	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
730	2026-07-31	SZ002384	0.09072177286494097	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3708	2026-07-31	SZ300476	0.09055783048482431	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1569	2026-07-31	SH688041	0.09048757702112198	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2026	2026-07-31	SH601698	0.09042680263519287	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4255	2026-07-31	SH605117	0.09036001299474461	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3410	2026-07-31	SZ002916	0.09028652860625815	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3921	2026-07-31	SZ000988	0.0901864235995499	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4330	2026-07-31	SZ002371	0.08989737446306564	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1977	2026-07-31	SH600760	0.0896391049027443	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3040	2026-07-31	SH603799	0.08945700253870408	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
273	2026-07-31	SH600958	0.0892801284790039	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3078	2026-07-31	SZ300316	0.0892227986630929	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
472	2026-07-31	SH600875	0.08920436352491379	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3678	2026-07-31	SZ300394	0.08894245067265154	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3679	2026-07-31	SZ300316	0.08863329389359559	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3392	2026-07-31	SZ300433	0.08808020363100784	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
731	2026-07-31	SZ002422	0.08802142279445666	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3639	2026-07-31	SH603986	0.08796783027071525	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
649	2026-07-31	SH603019	0.08779677058937037	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
962	2026-07-31	SH688223	0.08759889006614685	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
941	2026-07-31	SH603799	0.08740866929292679	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3070	2026-07-31	SH688012	0.08740420008790546	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1043	2026-07-31	SZ002475	0.08736902475357056	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1235	2026-07-31	SH688981	0.08702276647090912	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2819	2026-07-31	SZ002202	0.08671936013216508	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3978	2026-07-31	SZ300394	0.08640388404594705	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3704	2026-07-31	SZ300661	0.08636495301677737	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1951	2026-07-31	SH600547	0.08617863804101944	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
745	2026-07-31	SZ002463	0.08568830619746655	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3356	2026-07-31	SH688008	0.08568484398957887	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3641	2026-07-31	SH603799	0.0855071484082848	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1853	2026-07-31	SH605117	0.08548460900783539	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1237	2026-07-31	SH688506	0.08535778522491455	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
746	2026-07-31	SZ002460	0.08532191132313414	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2034	2026-07-31	SH601618	0.08525139838457108	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
691	2026-07-31	SZ300433	0.08518776921031826	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2465	2026-07-31	SH688082	0.08501689788616758	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2503	2026-07-31	SZ300661	0.08493346430352189	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1890	2026-07-31	SZ300124	0.08493053913116455	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4292	2026-07-31	SZ300433	0.08445189258271366	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
666	2026-07-31	SH688082	0.08428375821195096	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2703	2026-07-31	SZ000538	0.08421280996357748	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
827	2026-07-31	SH601689	0.08415744351018212	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
757	2026-07-31	SH600549	0.08410640618054069	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
170	2026-07-31	SH600887	0.08407115191221237	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1126	2026-07-31	SH601698	0.08392204344272614	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4240	2026-07-31	SH603799	0.08379989789704272	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
681	2026-07-31	SZ300274	0.08375287172360837	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2187	2026-07-31	SZ300015	0.0835578516125679	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3711	2026-07-31	SZ002916	0.08349563742060245	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3093	2026-07-31	SZ300442	0.08340095487188595	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2568	2026-07-31	SH600584	0.08312925566535749	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
667	2026-07-31	SH688072	0.08292430143614679	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2462	2026-07-31	SH688183	0.0828910487715133	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1413	2026-07-31	SH600160	0.08253710716962814	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3937	2026-07-31	SH688506	0.08227354969733065	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1628	2026-07-31	SZ002371	0.08199641853570938	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2611	2026-07-31	SH600176	0.08199414855584426	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2828	2026-07-31	SZ002353	0.08193679399887535	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
688	2026-07-31	SZ300014	0.08183598683989918	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
637	2026-07-31	SH688506	0.08174428752057146	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4031	2026-07-31	SZ002422	0.08171867796279084	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
308	2026-07-31	SZ000338	0.08157745003700256	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1417	2026-07-31	SH600111	0.08144338428974152	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2507	2026-07-31	SZ300476	0.0814257636992656	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4337	2026-07-31	SZ002600	0.08133087478744641	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3746	2026-07-31	SZ002460	0.08099999166891322	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4324	2026-07-31	SZ002049	0.080899058743032	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2820	2026-07-31	SZ002179	0.08081268862089289	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
957	2026-07-31	SH688472	0.08071871101856232	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
313	2026-07-31	SZ000063	0.08066883683204651	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3969	2026-07-31	SH688041	0.08066850836983473	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1271	2026-07-31	SH688012	0.08056452870368958	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3757	2026-07-31	SH600549	0.08056013375369586	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3636	2026-07-31	SH688521	0.08052811985028852	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
772	2026-07-31	SH600875	0.08015983674229765	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3664	2026-07-31	SH688126	0.08005087529662673	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3752	2026-07-31	SH600522	0.07985113948793485	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3706	2026-07-31	SZ300502	0.07975850174079646	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3340	2026-07-31	SH603799	0.07941004003516787	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
679	2026-07-31	SZ300316	0.07927333355259505	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4303	2026-07-31	SZ300661	0.07925588707912826	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3893	2026-07-31	SH601138	0.07916304840311364	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
709	2026-07-31	SZ002938	0.07914601990711198	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2435	2026-07-31	SH688521	0.0789997822629879	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2768	2026-07-31	SH688041	0.07877870103942516	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1823	2026-07-31	SZ000975	0.07874651998281479	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
325	2026-07-31	SZ000938	0.07867714017629623	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2350	2026-07-31	SH601877	0.07867580652236938	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2433	2026-07-31	SZ000657	0.07866358697327337	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1523	2026-07-31	SZ000975	0.07818037271499634	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
567	2026-07-31	SH601018	0.07807915657758713	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2431	2026-07-31	SZ000725	0.0778890431151869	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2796	2026-07-31	SZ300999	0.07787344505324346	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
573	2026-07-31	SH600958	0.07756069302558899	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1808	2026-07-31	SZ000338	0.07753470540046692	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3622	2026-07-31	SZ000977	0.07748834243028695	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4277	2026-07-31	SZ300394	0.07741232496471209	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3511	2026-07-31	SH600176	0.07721722622949402	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3661	2026-07-31	SH688256	0.076859104680111	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2736	2026-07-31	SH688506	0.0766363899042486	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3443	2026-07-31	SZ002466	0.07619410826098084	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3666	2026-07-31	SH688082	0.07619142075360077	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4142	2026-07-31	SH601766	0.07618686319803698	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
629	2026-07-31	SZ000792	0.07614002176800821	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2477	2026-07-31	SZ300394	0.07613691082973457	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3036	2026-07-31	SH688506	0.07599811991768268	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3811	2026-07-31	SH600183	0.07599638169361743	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
672	2026-07-31	SH688008	0.07597941736485357	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2787	2026-07-31	SZ300014	0.0758738972499277	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
553	2026-07-31	SH601857	0.07577933371067047	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1573	2026-07-31	SH601985	0.07562829554080963	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4396	2026-07-31	SH600019	0.0755908740080163	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
711	2026-07-31	SZ002916	0.07555819036110094	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
110	2026-07-31	SZ002920	0.0753965973854065	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3783	2026-07-31	SH600588	0.07538240872311434	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1932	2026-07-31	SZ002736	0.07521818578243256	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1688	2026-07-31	SH600036	0.07517585158348083	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3812	2026-07-31	SH600176	0.0751584912494359	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3137	2026-07-31	SZ002600	0.07462980763063086	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1320	2026-07-31	SZ002202	0.07447221130132675	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
968	2026-07-31	SH688047	0.07445986568927765	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3767	2026-07-31	SH600584	0.07442782866091295	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4307	2026-07-31	SZ300476	0.074178005372757	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3982	2026-07-31	SZ300418	0.07406310221921909	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
224	2026-07-31	SH600905	0.07406298071146011	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2457	2026-07-31	SH688396	0.0739842548815242	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1697	2026-07-31	SH600019	0.07372596114873886	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
826	2026-07-31	SH601698	0.07362796581293797	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3677	2026-07-31	SZ300408	0.07336443679232969	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
558	2026-07-31	SH601800	0.07330890744924545	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1811	2026-07-31	SZ000157	0.07307547330856323	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2353	2026-07-31	SH601857	0.0729144737124443	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2421	2026-07-31	SZ000977	0.0728592393084487	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3681	2026-07-31	SZ300274	0.07284055586360356	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2396	2026-07-31	SH601117	0.07270588725805283	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4256	2026-07-31	SH688008	0.07263860878130605	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3380	2026-07-31	SZ300274	0.07256778590629263	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3721	2026-07-31	SZ002179	0.07233710585696812	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2013	2026-07-31	SH600160	0.07232997566461563	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
986	2026-07-31	SZ300033	0.07218273729085922	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
811	2026-07-31	SH600183	0.07212374054500904	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1955	2026-07-31	SH600489	0.07212327420711517	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
621	2026-07-31	SZ000988	0.07181373976616724	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2022	2026-07-31	SH600050	0.07157117128372192	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
645	2026-07-31	SH603296	0.07155514724425757	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
342	2026-07-31	SH603501	0.0715193897485733	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
42	2026-07-31	SH603501	0.07133559882640839	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2466	2026-07-31	SH688072	0.07132414896190266	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2131	2026-07-31	SZ000768	0.07128401100635529	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4222	2026-07-31	SZ000975	0.07121945437828299	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3813	2026-07-31	SH600160	0.07113560114846348	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2329	2026-07-31	SH601669	0.07102987915277481	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3939	2026-07-31	SH603986	0.07094455182204411	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3637	2026-07-31	SH688506	0.07083136488407082	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
942	2026-07-31	SH603501	0.07069582492113113	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1077	2026-07-31	SH600760	0.07062001526355743	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
947	2026-07-31	SH603260	0.07057203352451324	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3728	2026-07-31	SZ002371	0.07052233189843196	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4236	2026-07-31	SH688506	0.07027128303861145	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3360	2026-07-31	SH688256	0.07022088239362778	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
817	2026-07-31	SH600111	0.07021689827082217	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
623	2026-07-31	SZ000975	0.06994243378152325	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3817	2026-07-31	SH600111	0.0698618206040834	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3935	2026-07-31	SH688981	0.06969703064248862	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4231	2026-07-31	SZ000725	0.06956134124362356	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
156	2026-07-31	SH600482	0.06954773515462875	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1493	2026-07-31	SH601138	0.06953129172325134	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1547	2026-07-31	SH603260	0.06948942691087723	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2322	2026-07-31	SH600050	0.06948227435350418	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
177	2026-07-31	SH600760	0.06947875767946243	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
726	2026-07-31	SZ002028	0.06940703050842131	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3363	2026-07-31	SH688126	0.0693371879081262	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3046	2026-07-31	SH603260	0.06923391913762465	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1994	2026-07-31	SH600026	0.06922189146280289	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
522	2026-07-31	SH600050	0.069188691675663	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
13	2026-07-31	SZ000063	0.06917188316583633	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4228	2026-07-31	SZ000792	0.06894670282171204	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3445	2026-07-31	SZ002460	0.06889521377776273	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3691	2026-07-31	SZ300433	0.06883902739505238	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1372	2026-07-31	SH600875	0.06882938742637634	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2143	2026-07-31	SH603392	0.06861858069896698	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1346	2026-07-31	SZ002460	0.06843521445989609	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4193	2026-07-31	SH601138	0.06836465773684812	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3635	2026-07-31	SH688981	0.068300331052958	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2373	2026-07-31	SH600958	0.0680941566824913	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2236	2026-07-31	SZ002625	0.06796013563871384	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
396	2026-07-31	SZ301165	0.06786219775676727	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4115	2026-07-31	SH600118	0.06776242389390917	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3362	2026-07-31	SH688183	0.06762217536237741	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2519	2026-07-31	SZ002202	0.06760404710556663	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
57	2026-07-31	SH688472	0.06759736686944962	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3992	2026-07-31	SZ300442	0.06752761426478304	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
222	2026-07-31	SH600050	0.0673447698354721	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2998	2026-07-31	SZ301269	0.06724849139674766	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3055	2026-07-31	SH605117	0.06699710960149835	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4220	2026-07-31	SZ000988	0.0669115905628338	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3964	2026-07-31	SH688126	0.06690091511209229	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
632	2026-07-31	SZ000725	0.06678959269630319	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4233	2026-07-31	SZ000657	0.06671363764798878	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
720	2026-07-31	SZ002202	0.06668510232488743	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1757	2026-07-31	SH601816	0.06659882515668869	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1892	2026-07-31	SZ300442	0.0665302723646164	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
120	2026-07-31	SZ002202	0.0664464682340622	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1397	2026-07-31	SH600019	0.06643815338611603	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
680	2026-07-31	SZ300308	0.06640241307963003	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4173	2026-07-31	SH600958	0.06639779576227449	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
669	2026-07-31	SH688041	0.06626266721644637	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4366	2026-07-31	SH600549	0.06612644843880892	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1562	2026-07-31	SH688223	0.0660388395190239	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2438	2026-07-31	SH603986	0.06586228870156151	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3973	2026-07-31	SH601985	0.06585515154554625	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
258	2026-07-31	SH601800	0.0656609907746315	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3988	2026-07-31	SZ300014	0.06565201669000534	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4257	2026-07-31	SH688396	0.06559139224609387	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1893	2026-07-31	SZ300450	0.06557708978652954	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1056	2026-07-31	SH600482	0.06554955244064331	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1683	2026-07-31	SH600588	0.06549707055091858	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3437	2026-07-31	SZ002600	0.0653694899269393	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4052	2026-07-31	SH600522	0.06535908506166888	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4097	2026-07-31	SH600019	0.06534029563631355	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2493	2026-07-31	SZ300442	0.06528668170621713	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4278	2026-07-31	SZ300316	0.06521266480801056	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3166	2026-07-31	SH600549	0.06514450104730085	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1010	2026-07-31	SZ002920	0.06494748592376709	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3663	2026-07-31	SH688183	0.06454572926710835	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4160	2026-07-31	SH601377	0.06421103598846478	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1247	2026-07-31	SH603260	0.06416141986846924	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
661	2026-07-31	SH688256	0.06408100736449222	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
641	2026-07-31	SH603799	0.06404037583412035	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3451	2026-07-31	SH600522	0.06402192389348753	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3713	2026-07-31	SZ002353	0.0640068004862546	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1256	2026-07-31	SH688009	0.0637483224272728	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1542	2026-07-31	SH603501	0.06365431100130081	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
618	2026-07-31	SZ000657	0.06357367100864728	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3403	2026-07-31	SZ300661	0.06352016780405706	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1902	2026-07-31	SZ300760	0.06346310675144196	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
758	2026-07-31	SH600460	0.06345340329696565	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4276	2026-07-31	SZ300408	0.06339171205702095	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
708	2026-07-31	SZ300476	0.06315606447706182	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3171	2026-07-31	SH600875	0.06311935418466859	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4381	2026-07-31	SH600600	0.06302996781898315	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
647	2026-07-31	SH603260	0.06301681666582003	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1124	2026-07-31	SH600905	0.06292325258255005	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
229	2026-07-31	SH601669	0.06292085349559784	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
664	2026-07-31	SH688126	0.06290195866044034	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2537	2026-07-31	SZ002600	0.0628878333707623	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
893	2026-07-31	SH601138	0.06283112558699194	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2460	2026-07-31	SH688256	0.06256432696142447	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4344	2026-07-31	SZ002463	0.06250680849772247	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4470	2026-07-31	SH600999	0.06238722566800727	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3668	2026-07-31	SH688047	0.06238710485204098	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2342	2026-07-31	SH601766	0.0623626671731472	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2911	2026-07-31	SH600176	0.062312076452010534	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4351	2026-07-31	SH600522	0.062254510022576426	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
432	2026-07-31	SZ002736	0.061908889561891556	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3860	2026-07-31	SH601377	0.061864412894066946	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1036	2026-07-31	SZ002625	0.06177235394716263	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3028	2026-07-31	SZ000792	0.06175301476875441	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
246	2026-07-31	SH601898	0.06173870712518692	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1771	2026-07-31	SH600999	0.0617314912378788	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2748	2026-07-31	SH603019	0.06162533719860918	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3827	2026-07-31	SH601689	0.061592100786345715	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3466	2026-07-31	SH600549	0.0615324019095503	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4410	2026-07-31	SH600183	0.06152016208109064	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
871	2026-07-31	SH600999	0.06137984810199488	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1512	2026-07-31	SZ000100	0.061365947127342224	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2195	2026-07-31	SZ301236	0.06134111061692238	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3797	2026-07-31	SH600019	0.06133806873872122	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
992	2026-07-31	SZ300442	0.06132175773382187	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4271	2026-07-31	SH688009	0.06128345092355924	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2524	2026-07-31	SZ002049	0.061245387737234196	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3456	2026-07-31	SH600460	0.06115303306047732	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1489	2026-07-31	SH601211	0.06114137917757034	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
767	2026-07-31	SH600584	0.06110504261229647	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4219	2026-07-31	SZ000999	0.060967890937951415	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4263	2026-07-31	SH688126	0.06096240723675904	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1742	2026-07-31	SH601766	0.060892440378665924	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1273	2026-07-31	SH601985	0.0608757846057415	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2024	2026-07-31	SH600905	0.060841355472803116	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2511	2026-07-31	SZ002837	0.06073545882806257	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
276	2026-07-31	SH600930	0.06070615351200104	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
706	2026-07-31	SZ300502	0.060624730943608145	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3963	2026-07-31	SH688183	0.060479246982505064	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
752	2026-07-31	SH600522	0.060426509360428475	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3108	2026-07-31	SZ300450	0.06040166936652179	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4279	2026-07-31	SZ300308	0.06032564784712016	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
678	2026-07-31	SZ300394	0.060193373328629375	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1146	2026-07-31	SH601898	0.06004828214645386	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2071	2026-07-31	SH600999	0.0598972886800766	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4369	2026-07-31	SH600887	0.05986578251397691	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3692	2026-07-31	SZ300442	0.05944115344922327	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1626	2026-07-31	SZ002028	0.05941721796989441	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4644	2026-07-31	SZ002466	0.05932206285586211	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
101	2026-07-31	SZ300803	0.05931945517659187	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1153	2026-07-31	SH601857	0.05929535627365112	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1854	2026-07-31	SZ001391	0.05902000144124031	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
671	2026-07-31	SH688012	0.05893935270607922	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2027	2026-07-31	SH601689	0.05888313055038452	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3730	2026-07-31	SZ002384	0.05884733293546926	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1910	2026-07-31	SZ002920	0.05881999060511589	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2543	2026-07-31	SZ002466	0.05873459347359376	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3196	2026-07-31	SH600019	0.05860105258795845	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2375	2026-07-31	SH600938	0.05854114890098572	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
68	2026-07-31	SH688047	0.0585210919380188	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4070	2026-07-31	SH600887	0.05849935998430324	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3618	2026-07-31	SZ000657	0.05843306549172996	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4094	2026-07-31	SH600026	0.05815419265721933	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3144	2026-07-31	SZ002463	0.05804666996215064	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2505	2026-07-31	SZ300502	0.05799782946454379	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2096	2026-07-31	SH601117	0.05794970691204071	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
584	2026-07-31	SH601318	0.057848092168569565	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
424	2026-07-31	SZ002050	0.05757668986916542	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1939	2026-07-31	SZ002594	0.0575023889541626	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3270	2026-07-31	SH600999	0.057464954069596924	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1158	2026-07-31	SH601800	0.05735291168093681	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2239	2026-07-31	SZ002594	0.057296596467494965	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1732	2026-07-31	SH601727	0.057260334491729736	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3669	2026-07-31	SH688041	0.057107046708432585	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4498	2026-07-31	SZ301308	0.05702009510831393	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
386	2026-07-31	SZ300033	0.05684269592165947	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
123	2026-07-31	SZ002074	0.05683676525950432	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3214	2026-07-31	SH600118	0.0566622873576178	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3370	2026-07-31	SH688012	0.05649595948844893	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4581	2026-07-31	SZ300274	0.05636818781588328	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1457	2026-07-31	SH601816	0.05630034580826759	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3331	2026-07-31	SZ000725	0.056238451214325524	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
267	2026-07-31	SH601018	0.056234799325466156	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2544	2026-07-31	SZ002463	0.056169179201960164	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
356	2026-07-31	SH688009	0.05601928383111954	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
721	2026-07-31	SZ002179	0.05599892764923943	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3720	2026-07-31	SZ002202	0.0559357891223603	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
713	2026-07-31	SZ002353	0.05586820952894413	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1726	2026-07-31	SH601698	0.05585707724094391	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
782	2026-07-31	SH600600	0.05582272217316103	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1857	2026-07-31	SH688472	0.055803366005420685	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1293	2026-07-31	SZ300450	0.055693455040454865	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2223	2026-07-31	SZ002074	0.05565455183386803	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4221	2026-07-31	SZ000977	0.055541431479926205	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4492	2026-07-31	SH601138	0.05552875193453296	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3688	2026-07-31	SZ300014	0.055396004071265166	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3424	2026-07-31	SZ002049	0.05538763393558447	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3806	2026-07-31	SH600061	0.05532896975811925	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1370	2026-07-31	SH600887	0.05524367839097977	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1311	2026-07-31	SZ002916	0.05511515587568283	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4289	2026-07-31	SZ002938	0.055028348370948575	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
524	2026-07-31	SH600905	0.05483546853065491	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3656	2026-07-31	SH688009	0.054748366893678055	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4760	2026-07-31	SH601766	0.05467665168510243	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3842	2026-07-31	SH601766	0.0546495676588253	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1345	2026-07-31	SZ002463	0.05464901402592659	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1020	2026-07-31	SZ002202	0.05451060086488724	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3089	2026-07-31	SZ002938	0.05431041708833127	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4082	2026-07-31	SH600600	0.05414604182030408	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4311	2026-07-31	SZ002837	0.054037339206802315	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4345	2026-07-31	SZ002460	0.05385700338390667	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3216	2026-07-31	SH600111	0.05382796741411652	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4211	2026-07-31	SZ000100	0.05380801422379819	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2351	2026-07-31	SH601872	0.0537719763815403	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
56	2026-07-31	SH688009	0.05371304601430893	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3712	2026-07-31	SZ002837	0.05368081538400097	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2614	2026-07-31	SH600118	0.05366426719798956	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2029	2026-07-31	SH601669	0.05342155694961548	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3389	2026-07-31	SZ002938	0.05317549842032582	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
368	2026-07-31	SH688047	0.05304565280675888	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4260	2026-07-31	SH688256	0.053020499456595614	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3918	2026-07-31	SZ000657	0.05297293571821953	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3671	2026-07-31	SH688012	0.05274319747676668	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
546	2026-07-31	SH601898	0.05259031429886818	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
738	2026-07-31	SZ002600	0.05257960947665949	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4356	2026-07-31	SH600460	0.05257251900382109	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1471	2026-07-31	SH600999	0.052516836673021317	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1176	2026-07-31	SH600930	0.052322834730148315	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3071	2026-07-31	SH688009	0.05211021186876241	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2186	2026-07-31	SZ300033	0.05209943652153015	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2052	2026-07-31	SH601868	0.05193471908569336	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3732	2026-07-31	SZ002736	0.05180052836411052	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3019	2026-07-31	SZ000999	0.05165174384166154	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4634	2026-07-31	SZ002709	0.051592735645316544	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1819	2026-07-31	SZ001280	0.05151370167732239	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3471	2026-07-31	SH600875	0.05146766934925428	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1122	2026-07-31	SH600050	0.05144314467906952	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
842	2026-07-31	SH601766	0.05140361240394805	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2334	2026-07-31	SH601618	0.05118416249752045	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
658	2026-07-31	SH688396	0.051088529159921306	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2440	2026-07-31	SH603799	0.05100703699059801	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2825	2026-07-31	SZ002028	0.050967531606929975	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2345	2026-07-31	SH601899	0.05081929638981819	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3100	2026-07-31	SZ300803	0.05078400902196929	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
635	2026-07-31	SH688981	0.05045844446670477	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3770	2026-07-31	SH600887	0.05040089950981105	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4126	2026-07-31	SH601698	0.05028470482222288	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2337	2026-07-31	SH601600	0.05021494999527931	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3667	2026-07-31	SH688072	0.05019168868076026	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2533	2026-07-31	SZ002709	0.04990054741582454	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1225	2026-07-31	SZ000938	0.04988414794206619	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1382	2026-07-31	SH600600	0.04981024190783501	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
642	2026-07-31	SH603501	0.04979785509651208	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3610	2026-07-31	SZ000166	0.04975991031252722	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
494	2026-07-31	SH600026	0.04974547401070595	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
756	2026-07-31	SH600482	0.0495776029118007	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4347	2026-07-31	SZ002384	0.0495410837168321	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
311	2026-07-31	SZ000157	0.04948334023356438	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2755	2026-07-31	SH605117	0.049468349845842495	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3355	2026-07-31	SH605117	0.049460351531232245	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3758	2026-07-31	SH600460	0.049420328239327675	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4262	2026-07-31	SH688183	0.04938558357507253	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4167	2026-07-31	SH601018	0.04920042788861081	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3815	2026-07-31	SH600118	0.048920248545869946	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1220	2026-07-31	SZ000999	0.048861995339393616	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2566	2026-07-31	SH600549	0.048814075676063905	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1113	2026-07-31	SH600160	0.04879648983478546	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3169	2026-07-31	SH600887	0.04877476652731685	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1789	2026-07-31	SH601211	0.048767395317554474	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3119	2026-07-31	SZ002202	0.04863569221393661	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4539	2026-07-31	SH603986	0.04856650133763996	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1820	2026-07-31	SZ000999	0.048566289246082306	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1760	2026-07-31	SH601377	0.04835278540849686	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3548	2026-07-31	SH601878	0.04822811069837885	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3693	2026-07-31	SZ300450	0.04817277907384844	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1621	2026-07-31	SZ002179	0.048096656799316406	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1032	2026-07-31	SZ002736	0.04807007312774658	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2556	2026-07-31	SH600460	0.047983368121357804	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1167	2026-07-31	SH601018	0.04794859513640404	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2545	2026-07-31	SZ002460	0.04793910446083304	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
636	2026-07-31	SH688521	0.04786479161935934	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1243	2026-07-31	SH603392	0.047853920608758926	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
124	2026-07-31	SZ002050	0.047852251678705215	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1212	2026-07-31	SZ000100	0.04784425348043442	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4032	2026-07-31	SZ002736	0.04781979846238855	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3559	2026-07-31	SH601377	0.047760278414721934	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1618	2026-07-31	SZ002236	0.0476955771446228	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
694	2026-07-31	SZ301269	0.04758680697148244	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
401	2026-07-31	SZ300803	0.04734594374895096	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3920	2026-07-31	SZ000999	0.047345382876618256	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2358	2026-07-31	SH601800	0.0472068190574646	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1670	2026-07-31	SH600887	0.04704589769244194	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4368	2026-07-31	SH600584	0.04692432119667626	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
783	2026-07-31	SH600588	0.046675670010927955	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4112	2026-07-31	SH600176	0.046647736073640776	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1309	2026-07-31	SZ002938	0.04661876708269119	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1743	2026-07-31	SH601788	0.04656093567609787	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1129	2026-07-31	SH601669	0.04650518298149109	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2263	2026-07-31	SH600372	0.0464840866625309	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1529	2026-07-31	SZ000792	0.04630892723798752	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
725	2026-07-31	SZ002049	0.04619192301888542	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4428	2026-07-31	SH601669	0.046002351809416836	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2420	2026-07-31	SZ000988	0.04589450053446334	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3393	2026-07-31	SZ300442	0.04583613633806642	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3871	2026-07-31	SH600999	0.04581494867424427	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3181	2026-07-31	SH600600	0.04579171888431093	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3009	2026-07-31	SZ000166	0.04575717993770602	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2467	2026-07-31	SH688047	0.04571971228191277	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2977	2026-07-31	SH600919	0.04564602427513407	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2384	2026-07-31	SH601318	0.04563262686133385	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1970	2026-07-31	SH600887	0.04563010856509209	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
73	2026-07-31	SH601985	0.045554570853710175	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
717	2026-07-31	SZ002241	0.04552094107639719	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3997	2026-07-31	SZ300999	0.045454223819397434	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
712	2026-07-31	SZ002837	0.04543375154845052	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1764	2026-07-31	SH601059	0.04536569491028786	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1040	2026-07-31	SZ002558	0.04533619433641434	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2480	2026-07-31	SZ300274	0.04529069384940247	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4090	2026-07-31	SH600030	0.045265424597932084	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4138	2026-07-31	SH601456	0.045259890498186094	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3378	2026-07-31	SZ300316	0.04522898020400038	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2400	2026-07-31	SZ301308	0.045191357908581635	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1326	2026-07-31	SZ002028	0.045138489454984665	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3782	2026-07-31	SH600600	0.04507726886033608	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
357	2026-07-31	SH688472	0.045059651136398315	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4270	2026-07-31	SH688012	0.04498532494394161	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4742	2026-07-31	SH601377	0.044971254471704816	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1738	2026-07-31	SH601456	0.04493700712919235	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1632	2026-07-31	SZ002736	0.04492901638150215	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4696	2026-07-31	SH600019	0.04488096863361635	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3425	2026-07-31	SZ002028	0.04480223288124667	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2138	2026-07-31	SH603993	0.04477422311902046	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4472	2026-07-31	SH600958	0.04476903075939599	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3044	2026-07-31	SH603296	0.044755700873136656	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4537	2026-07-31	SH688506	0.04471953270450292	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
863	2026-07-31	SH601066	0.04463179767718742	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4510	2026-07-31	SZ000166	0.04455527670435978	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2291	2026-07-31	SH600029	0.044554565101861954	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1024	2026-07-31	SZ002050	0.04424506425857544	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
794	2026-07-31	SH600026	0.04424411823508626	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3288	2026-07-31	SH601211	0.04414358056451014	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4773	2026-07-31	SH600958	0.04406291263160184	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3408	2026-07-31	SZ300450	0.044051070334877006	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1791	2026-07-31	SH601169	0.04401349276304245	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
625	2026-07-31	SZ000938	0.04378145152011506	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4238	2026-07-31	SH603986	0.04360322892721202	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
176	2026-07-31	SH600795	0.043582841753959656	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
929	2026-07-31	SZ000792	0.04348954185843468	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
140	2026-07-31	SZ002558	0.043393511325120926	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3189	2026-07-31	SH600030	0.04338507390600223	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4638	2026-07-31	SZ002600	0.04331836782149075	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1936	2026-07-31	SZ002625	0.04326954111456871	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4130	2026-07-31	SH601668	0.04299720417506934	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3949	2026-07-31	SH603019	0.04294832560595341	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4266	2026-07-31	SH688072	0.042884002589177135	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4106	2026-07-31	SH600061	0.04279913548321121	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
677	2026-07-31	SZ300408	0.04274121087036717	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
748	2026-07-31	SZ301308	0.04268231573027414	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2528	2026-07-31	SZ002353	0.04267120632561676	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1023	2026-07-31	SZ002074	0.042635925114154816	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4325	2026-07-31	SZ002028	0.04259311862508052	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3275	2026-07-31	SH600930	0.04259116178718049	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2492	2026-07-31	SZ300433	0.0425302514215747	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3412	2026-07-31	SZ002736	0.04248795417744088	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1556	2026-07-31	SH688009	0.04248723387718201	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
693	2026-07-31	SZ300450	0.0424276753894574	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
388	2026-07-31	SZ300014	0.042413678020238876	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
392	2026-07-31	SZ300442	0.04220777377486229	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
252	2026-07-31	SH601868	0.04213784262537956	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3558	2026-07-31	SH601788	0.04197178931612107	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4265	2026-07-31	SH688082	0.04179397488040895	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1601	2026-07-31	SZ300803	0.041777677834033966	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1001	2026-07-31	SZ300803	0.04176868870854378	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
692	2026-07-31	SZ300442	0.04176717198923272	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
668	2026-07-31	SH688047	0.04176055930208703	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
613	2026-07-31	SZ000063	0.0416361994672025	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4190	2026-07-31	SH601186	0.041572292596760374	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4512	2026-07-31	SZ000100	0.04154874410711421	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3430	2026-07-31	SZ002371	0.04134881451022368	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2487	2026-07-31	SZ300014	0.04123876511359083	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3011	2026-07-31	SZ000100	0.04116654361528189	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2376	2026-07-31	SH600930	0.041166312992572784	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
162	2026-07-31	SH600406	0.041076935827732086	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3537	2026-07-31	SH601456	0.041031703587658626	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
132	2026-07-31	SZ002736	0.04102141410112381	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3309	2026-07-31	SZ000166	0.04101362358042078	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1171	2026-07-31	SH600999	0.04100404307246208	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
20	2026-07-31	SZ000999	0.0409843735396862	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
410	2026-07-31	SZ002920	0.04097491130232811	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3521	2026-07-31	SH600061	0.04094023298050151	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4553	2026-07-31	SH605117	0.040916335616811635	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2520	2026-07-31	SZ002179	0.04087701101383482	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3647	2026-07-31	SH603260	0.040816724237495786	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2548	2026-07-31	SZ301269	0.04078701230750742	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
743	2026-07-31	SZ002475	0.040761776938686635	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4076	2026-07-31	SH600795	0.04069217239766642	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4632	2026-07-31	SZ002736	0.04061776209443987	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2914	2026-07-31	SH600118	0.040594809320421775	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2470	2026-07-31	SH688012	0.040538896998169316	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4411	2026-07-31	SH600176	0.04048487806352579	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3357	2026-07-31	SH688396	0.04044540385611359	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2709	2026-07-31	SZ000166	0.04043778721978603	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3790	2026-07-31	SH600030	0.04042899843718003	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4532	2026-07-31	SZ000725	0.04038004694609131	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1770	2026-07-31	SH601006	0.04035690799355507	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4371	2026-07-31	SH600875	0.040349442243409285	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3068	2026-07-31	SH688041	0.04032385925681305	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
92	2026-07-31	SZ300442	0.040143731981515884	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1704	2026-07-31	SH600900	0.04002960026264191	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4268	2026-07-31	SH688041	0.04000849249167008	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1787	2026-07-31	SH601229	0.0400019995868206	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1508	2026-07-31	SZ000338	0.0399944968521595	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
476	2026-07-31	SH600795	0.03971973434090614	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4300	2026-07-31	SZ300803	0.03971837638562434	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4662	2026-07-31	SH600372	0.03967253590784043	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4234	2026-07-31	SH688981	0.03959190308942999	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4171	2026-07-31	SH600999	0.03946557968928092	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
812	2026-07-31	SH600176	0.03945290750719373	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4541	2026-07-31	SH603799	0.039433500897463176	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2972	2026-07-31	SH600958	0.03938999227603595	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4053	2026-07-31	SH600519	0.03934719604673942	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3248	2026-07-31	SH601878	0.03933000575704922	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2059	2026-07-31	SH601390	0.03930889815092087	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
913	2026-07-31	SZ000063	0.03927916660904884	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1552	2026-07-31	SH601988	0.03921734541654587	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1831	2026-07-31	SZ000768	0.039207905530929565	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2468	2026-07-31	SH688041	0.03907037326688682	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1454	2026-07-31	SH601838	0.03898629918694496	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2728	2026-07-31	SZ000792	0.03890515898896255	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2812	2026-07-31	SZ002736	0.038903256523220235	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1856	2026-07-31	SH688009	0.038900554180145264	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3694	2026-07-31	SZ301269	0.03889092632541654	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4416	2026-07-31	SH600111	0.038814289007565075	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1520	2026-07-31	SZ000999	0.038791339844465256	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4244	2026-07-31	SH603296	0.03876762052112686	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3052	2026-07-31	SH601985	0.038704554453177074	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4764	2026-07-31	SH601059	0.038474835722895895	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3292	2026-07-31	SH601138	0.038449680187435865	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1682	2026-07-31	SH600600	0.038422830402851105	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4011	2026-07-31	SZ002916	0.03840306356702259	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2752	2026-07-31	SH601985	0.038314241025769934	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2970	2026-07-31	SH600999	0.038286847478026576	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3563	2026-07-31	SH601059	0.037891506195177546	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3731	2026-07-31	SZ002422	0.03785333262350917	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4149	2026-07-31	SH601878	0.03780370970622629	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4092	2026-07-31	SH600028	0.03770463743440098	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3516	2026-07-31	SH600111	0.03768400424280661	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1727	2026-07-31	SH601689	0.037644803524017334	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4153	2026-07-31	SH601857	0.0376280536399942	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4235	2026-07-31	SH688521	0.037580127852916576	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3620	2026-07-31	SZ000999	0.03757844476672309	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2446	2026-07-31	SH603260	0.03750814293446769	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1537	2026-07-31	SH688506	0.03749306499958038	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3400	2026-07-31	SZ300803	0.03724696477711409	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
478	2026-07-31	SH600741	0.037142105400562286	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4488	2026-07-31	SH601211	0.037120722776755447	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2530	2026-07-31	SZ002371	0.03709758503666774	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
639	2026-07-31	SH603986	0.03707510096715432	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4412	2026-07-31	SH600160	0.036895010581768625	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3593	2026-07-31	SH601136	0.03686142480110961	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2308	2026-07-31	SH600219	0.036851607263088226	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2871	2026-07-31	SH600875	0.03678827925907554	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4479	2026-07-31	SH600905	0.03675704457144349	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3838	2026-07-31	SH601456	0.036721465885888725	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2242	2026-07-31	SZ002493	0.036713529378175735	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4529	2026-07-31	SZ000792	0.03670668017416717	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1160	2026-07-31	SH601377	0.03663961589336395	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2455	2026-07-31	SH605117	0.036593488450884525	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
797	2026-07-31	SH600019	0.03658652134016576	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2489	2026-07-31	SZ002938	0.03658154617517784	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1076	2026-07-31	SH600795	0.03657542169094086	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2943	2026-07-31	SH601766	0.03657318633152351	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1062	2026-07-31	SH600406	0.03636252507567406	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
973	2026-07-31	SH601985	0.03629177063703537	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2921	2026-07-31	SH600061	0.03626768835514744	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3112	2026-07-31	SZ002736	0.03622713260727596	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1510	2026-07-31	SZ000166	0.036210738122463226	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4305	2026-07-31	SZ300502	0.036119187833369454	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3936	2026-07-31	SH688521	0.03608533399470065	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
131	2026-07-31	SZ002422	0.03605981171131134	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4628	2026-07-31	SZ002371	0.035988741967694825	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2424	2026-07-31	SZ000938	0.03596175362107646	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1636	2026-07-31	SZ002625	0.03596053645014763	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1773	2026-07-31	SH600958	0.035958431661129	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2003	2026-07-31	SH600039	0.035956524312496185	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2616	2026-07-31	SH600111	0.035770303321242224	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1889	2026-07-31	SZ003816	0.035758569836616516	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3826	2026-07-31	SH601698	0.03575248786098822	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1090	2026-07-31	SH600030	0.03575098142027855	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2007	2026-07-31	SH600221	0.03572426736354828	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
291	2026-07-31	SH601169	0.035698339343070984	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
656	2026-07-31	SH688009	0.03562152001249799	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4012	2026-07-31	SZ002837	0.035614553681255	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2724	2026-07-31	SZ000938	0.03548529691959298	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4458	2026-07-31	SH601788	0.03524408183172231	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4328	2026-07-31	SZ002353	0.03518477996726081	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3873	2026-07-31	SH600958	0.035131820779317764	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1427	2026-07-31	SH601689	0.035052500665187836	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
354	2026-07-31	SZ001391	0.035041894763708115	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2084	2026-07-31	SH601318	0.03497932851314545	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
93	2026-07-31	SZ300450	0.03495221585035324	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1210	2026-07-31	SZ000166	0.034752100706100464	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2948	2026-07-31	SH601878	0.03474147151443337	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4569	2026-07-31	SH688041	0.034736641617966094	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4143	2026-07-31	SH601788	0.03472246407310385	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3777	2026-07-31	SH600760	0.03471710952696221	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
320	2026-07-31	SZ000999	0.03470861166715622	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1806	2026-07-31	SZ000408	0.03463360667228699	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4293	2026-07-31	SZ300442	0.03446560615035668	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2714	2026-07-31	SZ000001	0.034213520861766926	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1460	2026-07-31	SH601377	0.03420577943325043	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1268	2026-07-31	SH688047	0.0341690331697464	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4556	2026-07-31	SH688009	0.03409290784724009	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4646	2026-07-31	SZ002460	0.0340705895258723	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
956	2026-07-31	SH688009	0.03406594693660736	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
498	2026-07-31	SH600018	0.03401904180645943	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1443	2026-07-31	SH601788	0.03391244634985924	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2850	2026-07-31	SH601901	0.033809691463773946	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2958	2026-07-31	SH601788	0.033758671163583186	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2692	2026-07-31	SH601138	0.03366643557517635	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3022	2026-07-31	SZ000975	0.03365206945017919	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4744	2026-07-31	SH601788	0.033591645418514	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
387	2026-07-31	SZ300015	0.03344167023897171	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3611	2026-07-31	SZ000157	0.03342861668843292	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1390	2026-07-31	SH600030	0.0332188718020916	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2060	2026-07-31	SH601377	0.03319428488612175	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4241	2026-07-31	SH603501	0.033179226351171535	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3346	2026-07-31	SH603260	0.03308739757600196	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1663	2026-07-31	SH600372	0.03302134573459625	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2176	2026-07-31	SZ300413	0.032893165946006775	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2959	2026-07-31	SH601377	0.032842932459596116	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4107	2026-07-31	SH600221	0.032803066895179735	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2896	2026-07-31	SH600019	0.03277215266679326	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1430	2026-07-31	SH601668	0.03276487812399864	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3462	2026-07-31	SH600372	0.03266922130181373	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3994	2026-07-31	SZ301269	0.03232869671386512	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4252	2026-07-31	SH601985	0.03229864523807241	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4604	2026-07-31	SZ300661	0.03229326651944359	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4312	2026-07-31	SZ002736	0.032276731690611266	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2626	2026-07-31	SH601689	0.032252634904311295	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3658	2026-07-31	SH688396	0.03219808513603154	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3125	2026-07-31	SZ002028	0.03218812210493609	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1464	2026-07-31	SH601059	0.03218350186944008	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3543	2026-07-31	SH601766	0.03215930281595464	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4625	2026-07-31	SZ002049	0.03203392569190003	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2508	2026-07-31	SZ300450	0.03203207944089885	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4122	2026-07-31	SH600050	0.032013271737871184	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3228	2026-07-31	SH601669	0.03198030256043126	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
86	2026-07-31	SZ300033	0.03191034123301506	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4669	2026-07-31	SH600887	0.031908157616050835	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
663	2026-07-31	SH688183	0.031864685186481376	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1127	2026-07-31	SH601689	0.03185088559985161	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2478	2026-07-31	SZ300316	0.03183713201641477	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1092	2026-07-31	SH600028	0.03179684281349182	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1706	2026-07-31	SH600061	0.03177574649453163	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4159	2026-07-31	SH601390	0.03173762445846939	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3849	2026-07-31	SH601878	0.031696009772091555	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3259	2026-07-31	SH601377	0.031577412931485575	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
993	2026-07-31	SZ300450	0.031457897275686264	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2891	2026-07-31	SH600028	0.03140360926972962	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
390	2026-07-31	SZ300124	0.03134433552622795	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3512	2026-07-31	SH600160	0.03134102874869021	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
925	2026-07-31	SZ000938	0.03130178898572922	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4212	2026-07-31	SZ000063	0.03127933342356716	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2889	2026-07-31	SH600030	0.031243263112706723	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3528	2026-07-31	SH601669	0.031195238724228205	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3612	2026-07-31	SZ000100	0.031164276532160175	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4738	2026-07-31	SH601456	0.031096503966067057	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
31	2026-07-31	SZ000768	0.03109555132687092	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4608	2026-07-31	SZ300476	0.03109043473718689	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
612	2026-07-31	SZ000100	0.031048312149056793	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
19	2026-07-31	SZ001280	0.031002268195152283	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1707	2026-07-31	SH600221	0.030852459371089935	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1672	2026-07-31	SH600875	0.030737629160284996	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2046	2026-07-31	SH601898	0.030726367607712746	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4459	2026-07-31	SH601377	0.030711035452341592	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1766	2026-07-31	SH601021	0.03063674084842205	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3155	2026-07-31	SH600482	0.030597198464561094	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4426	2026-07-31	SH601689	0.030558297798372012	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1876	2026-07-31	SZ300413	0.030486494302749634	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2758	2026-07-31	SH688303	0.030353809811446333	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1332	2026-07-31	SZ002736	0.030341174453496933	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3848	2026-07-31	SH601881	0.03034090672339294	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4535	2026-07-31	SH688981	0.03032175278059302	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3352	2026-07-31	SH601985	0.030309232563014078	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3910	2026-07-31	SZ000166	0.030302872229040854	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1837	2026-07-31	SH688506	0.030299820005893707	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3954	2026-07-31	SZ001391	0.030296152014025933	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3221	2026-07-31	SH600061	0.030277031527298853	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1438	2026-07-31	SH601456	0.030269768089056015	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2510	2026-07-31	SZ002916	0.030266432639395234	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
136	2026-07-31	SZ002625	0.03026486746966839	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1031	2026-07-31	SZ002422	0.030262282118201256	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4071	2026-07-31	SH600886	0.030163670543414123	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4164	2026-07-31	SH601059	0.03009668116654487	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4523	2026-07-31	SZ000975	0.029882298885074616	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3258	2026-07-31	SH601788	0.029807100362489715	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4209	2026-07-31	SZ000166	0.029771149104961748	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
563	2026-07-31	SH601066	0.029631705954670906	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
29	2026-07-31	SZ000792	0.02958776243031025	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
552	2026-07-31	SH601868	0.029335111379623413	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3968	2026-07-31	SH688047	0.02932184186660268	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3489	2026-07-31	SH600030	0.029253937519022305	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
389	2026-07-31	SZ003816	0.029176749289035797	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4520	2026-07-31	SZ000999	0.029163478288066282	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1699	2026-07-31	SH600016	0.029154635965824127	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4274	2026-07-31	SZ001391	0.028978906464620313	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1003	2026-07-31	SZ300750	0.028961248695850372	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4729	2026-07-31	SH601669	0.02893136799695108	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2963	2026-07-31	SH601059	0.02891107585015639	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4626	2026-07-31	SZ002028	0.028879284620825656	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4545	2026-07-31	SH603296	0.0288422726121775	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3203	2026-07-31	SH600036	0.028442709690650405	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
506	2026-07-31	SH600061	0.02841951511800289	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3237	2026-07-31	SH601456	0.028382036138813523	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2711	2026-07-31	SZ000100	0.02834298344121296	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2463	2026-07-31	SH688126	0.028338546311560193	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4463	2026-07-31	SH601059	0.02816303249205964	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4710	2026-07-31	SH600183	0.02812943835837059	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1838	2026-07-31	SH603993	0.02811247669160366	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
54	2026-07-31	SZ001391	0.028097141534090042	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1873	2026-07-31	SH601985	0.02809423953294754	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3547	2026-07-31	SH601881	0.02798601974352827	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4014	2026-07-31	SZ002352	0.02797499534470209	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1735	2026-07-31	SH601607	0.027967194095253944	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2106	2026-07-31	SZ000408	0.027961941435933113	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1429	2026-07-31	SH601669	0.02791544422507286	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3904	2026-07-31	SZ000538	0.027884384363697393	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1767	2026-07-31	SH601018	0.027839921414852142	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2045	2026-07-31	SH601899	0.027723290026187897	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1223	2026-07-31	SZ000975	0.027697116136550903	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1473	2026-07-31	SH600958	0.027674339711666107	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4591	2026-07-31	SZ300433	0.02767240469328663	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
89	2026-07-31	SZ003816	0.027647800743579865	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2409	2026-07-31	SZ000166	0.02755759140203861	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
402	2026-07-31	SZ300760	0.027500703930854797	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2937	2026-07-31	SH601456	0.02748452441918163	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2612	2026-07-31	SH600160	0.02737823210889698	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3572	2026-07-31	SH600958	0.027297565598435637	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3701	2026-07-31	SZ300803	0.027296789665886154	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4310	2026-07-31	SZ002916	0.027261445669895815	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
25	2026-07-31	SZ000938	0.02725156396627426	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3629	2026-07-31	SZ000792	0.027171570505860766	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3420	2026-07-31	SZ002179	0.027162019800385278	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4671	2026-07-31	SH600875	0.027030036492035572	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4577	2026-07-31	SZ300408	0.02700706412326802	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4571	2026-07-31	SH688012	0.02691608893779968	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4612	2026-07-31	SZ002837	0.026907251965900155	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
331	2026-07-31	SZ000768	0.026896582916378975	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
560	2026-07-31	SH601377	0.02682534232735634	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
920	2026-07-31	SZ000999	0.0267794132232666	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1204	2026-07-31	SZ000538	0.02672124095261097	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4771	2026-07-31	SH600999	0.026713164840525716	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4601	2026-07-31	SZ300803	0.02666585032479573	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
253	2026-07-31	SH601857	0.0266459621489048	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
362	2026-07-31	SH688223	0.02663888782262802	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3496	2026-07-31	SH600019	0.026636509238969378	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1078	2026-07-31	SH600741	0.02661391906440258	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1886	2026-07-31	SZ300033	0.026612304151058197	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4319	2026-07-31	SZ002202	0.026576972408593833	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2381	2026-07-31	SH601111	0.026573546230793	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3034	2026-07-31	SH688981	0.026570781697853645	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4391	2026-07-31	SH600028	0.026490289647411416	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1424	2026-07-31	SH600905	0.02646765671670437	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3948	2026-07-31	SH603259	0.02643866736404858	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
12	2026-07-31	SZ000100	0.026388082653284073	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2975	2026-07-31	SH600930	0.026323012646829107	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4522	2026-07-31	SZ000977	0.0262799897178019	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4493	2026-07-31	SH601136	0.02621210785955279	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3293	2026-07-31	SH601136	0.02619007511229764	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1229	2026-07-31	SZ000792	0.02614995650947094	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3226	2026-07-31	SH601689	0.026123588311732986	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3311	2026-07-31	SZ000100	0.026085893861685187	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3945	2026-07-31	SH603296	0.026062098913760406	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4691	2026-07-31	SH600028	0.025974549319479994	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1242	2026-07-31	SH603501	0.02596040442585945	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2632	2026-07-31	SH601698	0.02593764967501529	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2862	2026-07-31	SH600372	0.02589637396908845	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3763	2026-07-31	SH600372	0.025866973355833486	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3148	2026-07-31	SZ301269	0.0258487342516076	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1554	2026-07-31	SZ001391	0.025778675451874733	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3844	2026-07-31	SH601901	0.02571744839508824	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3419	2026-07-31	SZ002202	0.025560184405005827	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3889	2026-07-31	SH601211	0.02554440965578694	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3843	2026-07-31	SH601788	0.025486852075979897	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2512	2026-07-31	SZ002736	0.02548547784107125	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4687	2026-07-31	SH600221	0.02536677994970919	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3328	2026-07-31	SZ000792	0.025281316536708197	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3830	2026-07-31	SH601668	0.025258683870572216	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
529	2026-07-31	SH601669	0.025225333869457245	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
87	2026-07-31	SZ300015	0.025212077423930168	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2659	2026-07-31	SH601377	0.025206222062091388	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3263	2026-07-31	SH601059	0.025186123311896562	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3212	2026-07-31	SH600160	0.02517480372019691	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4578	2026-07-31	SZ300394	0.02510918219117239	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2202	2026-07-31	SZ300760	0.025060536339879036	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3864	2026-07-31	SH601059	0.025043817876350228	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4104	2026-07-31	SH600900	0.02487320523069817	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4521	2026-07-31	SZ000988	0.02485133111353022	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4389	2026-07-31	SH600030	0.024771627009795686	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3931	2026-07-31	SZ000768	0.024763224453567205	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3444	2026-07-31	SZ002463	0.024758848525868946	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4144	2026-07-31	SH601901	0.024742288480426748	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1690	2026-07-31	SH600030	0.024666259065270424	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4322	2026-07-31	SZ002074	0.024633730807970985	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
559	2026-07-31	SH601390	0.02462911419570446	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4745	2026-07-31	SH601901	0.024580970355335876	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2621	2026-07-31	SH600061	0.024445556241313136	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1301	2026-07-31	SZ300803	0.0244426466524601	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1406	2026-07-31	SH600061	0.024426957592368126	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2217	2026-07-31	SZ002241	0.024401385337114334	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4542	2026-07-31	SH603501	0.024343429687357657	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3061	2026-07-31	SH688223	0.024325741031501525	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4453	2026-07-31	SH601838	0.024310760957215585	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2947	2026-07-31	SH601881	0.024302201776543162	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1923	2026-07-31	SZ002074	0.02427973970770836	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3514	2026-07-31	SH600118	0.024274749590998415	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3162	2026-07-31	SH600372	0.02424611824194268	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4039	2026-07-31	SZ002594	0.024164926224619413	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2525	2026-07-31	SZ002028	0.024134632840299437	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1061	2026-07-31	SH600415	0.024128567427396774	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3176	2026-07-31	SH600760	0.024080231989074153	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2589	2026-07-31	SH600030	0.024071413620616794	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3371	2026-07-31	SH688009	0.02405471911302531	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2990	2026-07-31	SH601169	0.02398749755593327	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2648	2026-07-31	SH601878	0.023970409930259486	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1744	2026-07-31	SH601901	0.02394087053835392	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4184	2026-07-31	SH601318	0.02387772695388461	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
931	2026-07-31	SZ000768	0.023729173466563225	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2303	2026-07-31	SH600039	0.02369948849081993	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4609	2026-07-31	SZ002938	0.023658253161657622	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3481	2026-07-31	SH600600	0.02357478635629801	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2637	2026-07-31	SH601456	0.02356164244324381	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4711	2026-07-31	SH600176	0.02335687150731312	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4080	2026-07-31	SH600674	0.02335418915349021	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3374	2026-07-31	SZ001391	0.023336623450307195	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2019	2026-07-31	SH600089	0.023255348205566406	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1752	2026-07-31	SH601868	0.02314847521483898	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2340	2026-07-31	SH601628	0.023115605115890503	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1848	2026-07-31	SH603259	0.02311314456164837	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
471	2026-07-31	SH600886	0.02308417484164238	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4206	2026-07-31	SZ000338	0.023083650710419	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
393	2026-07-31	SZ300450	0.023075463250279427	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3330	2026-07-31	SZ000768	0.023064764529684305	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2361	2026-07-31	SH601360	0.0230632983148098	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4645	2026-07-31	SZ002463	0.02303426082214227	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4429	2026-07-31	SH601668	0.023028776150776503	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4437	2026-07-31	SH601456	0.023017144473774745	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
590	2026-07-31	SH601186	0.022983558475971222	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3631	2026-07-31	SZ000768	0.022915404380493623	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3341	2026-07-31	SH603501	0.022828112402200597	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2965	2026-07-31	SH601021	0.02280279874452114	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3450	2026-07-31	SH601901	0.022787278732624802	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3368	2026-07-31	SH688041	0.02277589555266388	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
271	2026-07-31	SH600999	0.022766096517443657	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4579	2026-07-31	SZ300316	0.022710631279570834	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2658	2026-07-31	SH601788	0.022698256240690367	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1655	2026-07-31	SH600489	0.02268151007592678	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4355	2026-07-31	SH600482	0.022677710635958612	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4749	2026-07-31	SH601881	0.022648250176922034	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3334	2026-07-31	SH688981	0.02261434223785262	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3191	2026-07-31	SH600028	0.022579802860118462	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2365	2026-07-31	SH601058	0.022536536678671837	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
988	2026-07-31	SZ300014	0.022440485656261444	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
777	2026-07-31	SH600760	0.02242974731854873	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1476	2026-07-31	SH600930	0.022403955459594727	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1729	2026-07-31	SH601669	0.02239157445728779	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3526	2026-07-31	SH601689	0.022369302539857354	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4361	2026-07-31	SH600406	0.022236244452809716	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4721	2026-07-31	SH600061	0.022209023082220773	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2265	2026-07-31	SH600438	0.022111233323812485	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3324	2026-07-31	SZ000938	0.022105785398365232	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4554	2026-07-31	SZ001391	0.022057035324997806	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1754	2026-07-31	SH601838	0.02190255932509899	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4129	2026-07-31	SH601669	0.021784667656713226	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2929	2026-07-31	SH601668	0.021735292829230934	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1862	2026-07-31	SH688223	0.021723641082644463	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3272	2026-07-31	SH600958	0.021685093969948124	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1656	2026-07-31	SH600482	0.021653151139616966	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4124	2026-07-31	SH600905	0.02161451181116907	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4451	2026-07-31	SH601868	0.021594546190651664	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4248	2026-07-31	SH603019	0.021564596746435374	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2550	2026-07-31	SH601901	0.021543062869499512	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1739	2026-07-31	SH601398	0.021518755704164505	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3649	2026-07-31	SH603019	0.021397831839031774	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4180	2026-07-31	SH601088	0.021312524010980126	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2966	2026-07-31	SH601018	0.021259896261904384	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4794	2026-07-31	SH601136	0.02119578064185132	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3321	2026-07-31	SZ000977	0.02116035837295851	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2323	2026-07-31	SH601919	0.02109324187040329	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3279	2026-07-31	SH600905	0.02109212925683117	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2434	2026-07-31	SH688981	0.02108455248251618	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4651	2026-07-31	SH600522	0.021047683182325833	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2761	2026-07-31	SH688223	0.02098837785960389	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
329	2026-07-31	SZ000792	0.020973021164536476	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3996	2026-07-31	SZ301165	0.020950212748592396	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3792	2026-07-31	SH600028	0.020947020864675852	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3592	2026-07-31	SH601138	0.02093460647785494	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
192	2026-07-31	SH600028	0.0209296103566885	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4724	2026-07-31	SH600905	0.020914827779231777	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
776	2026-07-31	SH600795	0.020903200091097397	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3702	2026-07-31	SZ300760	0.020879861664016917	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1166	2026-07-31	SH601021	0.0208408385515213	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3000	2026-07-31	SZ301269	0.020833993089034285	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1184	2026-07-31	SH601318	0.02081565000116825	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
232	2026-07-31	SH601727	0.02079017460346222	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1724	2026-07-31	SH600905	0.020776238292455673	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4766	2026-07-31	SH601021	0.020771223061549094	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2359	2026-07-31	SH601390	0.020741228014230728	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4362	2026-07-31	SH600372	0.020730615312531748	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3401	2026-07-31	SZ300760	0.0207289366807544	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4148	2026-07-31	SH601881	0.020645611812162862	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3336	2026-07-31	SH688506	0.0206332800268602	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3565	2026-07-31	SH601021	0.020625931083725884	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2038	2026-07-31	SH601456	0.020623786374926567	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4655	2026-07-31	SH600482	0.020595735098277015	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1589	2026-07-31	SZ003816	0.02056804858148098	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
544	2026-07-31	SH601901	0.020440904423594475	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2881	2026-07-31	SH600600	0.020428072407851744	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4712	2026-07-31	SH600160	0.020427891055806405	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4495	2026-07-31	SH601117	0.020423680111608333	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1371	2026-07-31	SH600886	0.020408647134900093	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
260	2026-07-31	SH601377	0.02040661685168743	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2148	2026-07-31	SH603259	0.020396823063492775	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
557	2026-07-31	SH601816	0.020366713404655457	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3829	2026-07-31	SH601669	0.020344956829689047	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4573	2026-07-31	SH601985	0.020260236436618506	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4308	2026-07-31	SZ300450	0.020255710045002123	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2988	2026-07-31	SH601211	0.020223645022823953	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3361	2026-07-31	SH688223	0.02019755598710173	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
990	2026-07-31	SZ300124	0.020184185355901718	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4681	2026-07-31	SH600600	0.020163557072208457	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
198	2026-07-31	SH600018	0.020123692229390144	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2066	2026-07-31	SH601021	0.020118828862905502	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2934	2026-07-31	SH601607	0.020004518064969848	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1998	2026-07-31	SH600018	0.019985435530543327	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1208	2026-07-31	SZ000338	0.019968966022133827	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3229	2026-07-31	SH601668	0.019941798803389303	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4703	2026-07-31	SH600036	0.019937650487751007	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
912	2026-07-31	SZ000100	0.019907088950276375	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
989	2026-07-31	SZ003816	0.019838862121105194	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4395	2026-07-31	SH600023	0.019812080499540457	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3116	2026-07-31	SZ002241	0.019802460885665757	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
860	2026-07-31	SH601377	0.01978272339899295	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2663	2026-07-31	SH601059	0.01977775900072022	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2500	2026-07-31	SZ300803	0.0197732910082173	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3958	2026-07-31	SH688396	0.019743165779195816	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1152	2026-07-31	SH601868	0.019710861146450043	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4247	2026-07-31	SH603259	0.01957396635152322	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3387	2026-07-31	SZ300014	0.01950845764992833	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3295	2026-07-31	SH601117	0.019499956859210993	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1467	2026-07-31	SH601018	0.01938733644783497	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4730	2026-07-31	SH601668	0.019308240952319634	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2989	2026-07-31	SH601186	0.019295002016071237	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4448	2026-07-31	SH601878	0.01928881177429133	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2596	2026-07-31	SH600019	0.019263320767257886	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3120	2026-07-31	SZ002179	0.019225082760595476	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3570	2026-07-31	SH600999	0.01908701842898499	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2741	2026-07-31	SH603501	0.019016559458736648	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2002	2026-07-31	SH600010	0.018933456391096115	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1144	2026-07-31	SH601901	0.018858645111322403	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2672	2026-07-31	SH600958	0.01874466591388493	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4230	2026-07-31	SZ000768	0.018737759013927904	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4166	2026-07-31	SH601021	0.018732267895527368	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
227	2026-07-31	SH601689	0.018729666247963905	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
90	2026-07-31	SZ300124	0.018675770610570908	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1676	2026-07-31	SH600795	0.018665067851543427	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3265	2026-07-31	SH601021	0.018609417285516346	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1466	2026-07-31	SH601021	0.01860814169049263	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2581	2026-07-31	SH600600	0.01856704300901967	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
373	2026-07-31	SH601985	0.018512852489948273	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4580	2026-07-31	SZ300308	0.018487201253001274	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3912	2026-07-31	SZ000100	0.018437348396314193	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2075	2026-07-31	SH600938	0.01838572882115841	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1331	2026-07-31	SZ002422	0.018355999141931534	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4592	2026-07-31	SZ300442	0.018334242727545254	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3854	2026-07-31	SH601838	0.018325480658466824	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4499	2026-07-31	SZ302132	0.018244852498453475	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3487	2026-07-31	SH600221	0.01818617540435743	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
769	2026-07-31	SH600893	0.018146284786857477	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2411	2026-07-31	SZ000100	0.018142167568969424	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
492	2026-07-31	SH600028	0.01810738816857338	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
48	2026-07-31	SH603259	0.018084505572915077	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2887	2026-07-31	SH600221	0.018038137219087327	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2643	2026-07-31	SH601766	0.017925764187375452	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3232	2026-07-31	SH601698	0.017831827622311235	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4098	2026-07-31	SH600018	0.01780080031184953	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1833	2026-07-31	SZ000708	0.01776060275733471	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1392	2026-07-31	SH600028	0.017728762701153755	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1377	2026-07-31	SH600760	0.017722684890031815	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4191	2026-07-31	SH601169	0.01768717177540865	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2009	2026-07-31	SH600196	0.017640884965658188	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4666	2026-07-31	SH600549	0.017587905322897175	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1002	2026-07-31	SZ300760	0.0175551138818264	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3344	2026-07-31	SH603296	0.01755007627695277	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
610	2026-07-31	SZ000166	0.01753786142390585	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2576	2026-07-31	SH600760	0.017511595871380282	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2928	2026-07-31	SH601669	0.017445236883311725	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4002	2026-07-31	SZ300760	0.017436216815138926	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
348	2026-07-31	SH603259	0.017399094998836517	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4750	2026-07-31	SH601878	0.01731689503471143	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4302	2026-07-31	SZ300750	0.017298123650356198	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3099	2026-07-31	SZ300832	0.017249187366439347	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2562	2026-07-31	SH600372	0.017212752414720048	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4668	2026-07-31	SH600584	0.01720310898383394	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3123	2026-07-31	SZ002050	0.017178864080946907	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1487	2026-07-31	SH601229	0.017145205289125443	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
853	2026-07-31	SH601857	0.016923049304543167	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
890	2026-07-31	SH601186	0.016900356027791226	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3913	2026-07-31	SZ000063	0.01688805032827442	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4376	2026-07-31	SH600760	0.016846523710036778	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3251	2026-07-31	SH601868	0.016772515373264966	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
591	2026-07-31	SH601169	0.01671060174703598	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1748	2026-07-31	SH601881	0.016696857288479805	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3588	2026-07-31	SH601211	0.016683186999398122	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2906	2026-07-31	SH600050	0.016663992828257493	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
648	2026-07-31	SH603259	0.016620177735120922	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3863	2026-07-31	SH601066	0.01658567834006687	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
534	2026-07-31	SH601618	0.01657620072364807	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
948	2026-07-31	SH603259	0.016524478793144226	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1692	2026-07-31	SH600028	0.016478847712278366	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1300	2026-07-31	SZ300832	0.01647145487368107	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2184	2026-07-31	SZ300122	0.016428031027317047	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
987	2026-07-31	SZ300015	0.016217637807130814	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4566	2026-07-31	SH688082	0.016144135146520116	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
436	2026-07-31	SZ002625	0.016137953847646713	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3828	2026-07-31	SH601688	0.016069216560794873	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2940	2026-07-31	SH601618	0.016055992157225685	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2771	2026-07-31	SH688009	0.015896981613047072	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2044	2026-07-31	SH601901	0.015863865613937378	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1513	2026-07-31	SZ000063	0.015849975869059563	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2744	2026-07-31	SH603296	0.015813326575153358	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
820	2026-07-31	SH600085	0.015797285136891954	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
527	2026-07-31	SH601689	0.015753788873553276	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3012	2026-07-31	SZ000063	0.01571720759325545	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1622	2026-07-31	SZ002142	0.01569845899939537	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1042	2026-07-31	SZ002493	0.015667922794818878	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4613	2026-07-31	SZ002353	0.015620844485842758	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
497	2026-07-31	SH600019	0.015611330047249794	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4162	2026-07-31	SH601336	0.015565343396312579	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2101	2026-07-31	SZ000617	0.015517540276050568	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3762	2026-07-31	SH600406	0.015397583081630481	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4134	2026-07-31	SH601618	0.015297945710655882	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3551	2026-07-31	SH601868	0.015289775882374956	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2367	2026-07-31	SH601018	0.015273257158696651	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2006	2026-07-31	SH600061	0.01526523008942604	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4690	2026-07-31	SH600029	0.015234043401276145	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3929	2026-07-31	SZ000792	0.015092247194393105	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1131	2026-07-31	SH601658	0.015091273933649063	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1097	2026-07-31	SH600019	0.015065615065395832	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4518	2026-07-31	SZ000657	0.014954445374031261	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1756	2026-07-31	SH601818	0.014911728911101818	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3150	2026-07-31	SH601901	0.01483702640168853	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2993	2026-07-31	SH601136	0.014764865492683268	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2897	2026-07-31	SH600018	0.014707903377318962	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3322	2026-07-31	SZ000975	0.014686665440578643	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1449	2026-07-31	SH601878	0.014675091952085495	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
284	2026-07-31	SH601318	0.014662295579910278	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3724	2026-07-31	SZ002050	0.01463365889974035	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4158	2026-07-31	SH601800	0.014593614640805188	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3469	2026-07-31	SH600887	0.014591475910850119	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3791	2026-07-31	SH600029	0.014583538933116301	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4753	2026-07-31	SH601868	0.014576246088895326	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
290	2026-07-31	SH601186	0.014492979273200035	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
231	2026-07-31	SH601658	0.014458071440458298	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1749	2026-07-31	SH601878	0.014446411281824112	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4457	2026-07-31	SH601800	0.014401147292058361	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4154	2026-07-31	SH601838	0.014398668718488205	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1603	2026-07-31	SZ300750	0.014376481994986534	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3310	2026-07-31	SZ000157	0.014329840859009417	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2893	2026-07-31	SH600026	0.014281737479828038	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1163	2026-07-31	SH601066	0.014258114621043205	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4567	2026-07-31	SH688072	0.014186391548079989	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2693	2026-07-31	SH601136	0.014117352758047179	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2523	2026-07-31	SZ002050	0.014107684965450366	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3595	2026-07-31	SH601117	0.014083858369966586	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
604	2026-07-31	SZ000538	0.014071118771456184	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2436	2026-07-31	SH688506	0.013883727895979107	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2346	2026-07-31	SH601898	0.013825943693518639	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
739	2026-07-31	SZ002594	0.013811601301991834	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1545	2026-07-31	SH603296	0.013801227323710918	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2516	2026-07-31	SZ002241	0.013728406818401657	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4015	2026-07-31	SZ002311	0.013722004689244845	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4062	2026-07-31	SH600406	0.013716760751389504	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4549	2026-07-31	SH603019	0.01371432225055215	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1456	2026-07-31	SH601818	0.013626194559037685	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
296	2026-07-31	SH601117	0.013616365380585194	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1963	2026-07-31	SH600372	0.013571739196777344	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4477	2026-07-31	SH600919	0.013571693150041487	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4455	2026-07-31	SH601818	0.013547249322786524	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2647	2026-07-31	SH601881	0.013540746907442143	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
849	2026-07-31	SH601878	0.013515307679578429	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1068	2026-07-31	SH600585	0.013501334935426712	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4360	2026-07-31	SH600415	0.013492075126938279	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
462	2026-07-31	SH600406	0.013481959700584412	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3807	2026-07-31	SH600221	0.013477026409193632	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4318	2026-07-31	SZ002230	0.01346932245073227	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2471	2026-07-31	SH688009	0.013454703592890778	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2410	2026-07-31	SZ000157	0.013316758265026077	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4789	2026-07-31	SH601211	0.013183476883938802	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
954	2026-07-31	SZ001391	0.013151150196790695	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
88	2026-07-31	SZ300014	0.013107524253427982	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1219	2026-07-31	SZ001280	0.013056795112788677	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
891	2026-07-31	SH601169	0.013051912117955058	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1531	2026-07-31	SZ000768	0.01301468163728714	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2569	2026-07-31	SH600887	0.012952620282355698	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1363	2026-07-31	SH600372	0.012913319282233715	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3041	2026-07-31	SH603501	0.012909137684149434	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4572	2026-07-31	SH688008	0.012873961280203903	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3673	2026-07-31	SH601985	0.012837070188196228	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3190	2026-07-31	SH600029	0.012836418549818093	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1452	2026-07-31	SH601868	0.012784697115421295	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
193	2026-07-31	SH600027	0.012772537767887115	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2688	2026-07-31	SH601211	0.012767446394669745	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
333	2026-07-31	SZ000708	0.012662225402891636	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1321	2026-07-31	SZ002179	0.012624136172235012	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4531	2026-07-31	SZ000768	0.012546342936594101	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4689	2026-07-31	SH600030	0.012459298988027615	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4469	2026-07-31	SH601006	0.01243480371276219	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2628	2026-07-31	SH601669	0.012312349933410762	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
503	2026-07-31	SH600039	0.012301012873649597	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1696	2026-07-31	SH600023	0.012228882871568203	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3884	2026-07-31	SH601318	0.012196239978334146	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3010	2026-07-31	SZ000157	0.012195957380496742	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4299	2026-07-31	SZ300832	0.012192537103114038	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4224	2026-07-31	SZ000938	0.012143375861107726	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1468	2026-07-31	SH601012	0.012119119986891747	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4340	2026-07-31	SZ002532	0.01205429842690167	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
150	2026-07-31	SH601916	0.012029272504150867	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
490	2026-07-31	SH600030	0.012026374228298664	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3278	2026-07-31	SH601066	0.01199394591656971	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3142	2026-07-31	SZ002475	0.011948857130601337	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1491	2026-07-31	SH601169	0.011927810497581959	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2846	2026-07-31	SZ002422	0.011922862503349674	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1286	2026-07-31	SZ300033	0.01190961990505457	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3579	2026-07-31	SH600905	0.011876073626223869	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4125	2026-07-31	SH600919	0.011854935647628876	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2801	2026-07-31	SZ300760	0.01184334858457544	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
911	2026-07-31	SZ000157	0.011830713599920273	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2961	2026-07-31	SH601336	0.01181698218481589	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3870	2026-07-31	SH601006	0.011803900783188902	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1071	2026-07-31	SH600886	0.011777903884649277	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1317	2026-07-31	SZ002241	0.011761115863919258	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
975	2026-07-31	SZ002001	0.011751597747206688	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1446	2026-07-31	SH601898	0.011710786260664463	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
11	2026-07-31	SZ000157	0.011682121083140373	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2571	2026-07-31	SH600875	0.01167515497572338	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3067	2026-07-31	SH688047	0.011575488546567366	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1992	2026-07-31	SH600028	0.011574787087738514	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3491	2026-07-31	SH600028	0.011574362335230634	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4622	2026-07-31	SZ002142	0.011540732508162902	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2542	2026-07-31	SZ002475	0.011518277343207928	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2926	2026-07-31	SH601689	0.011478956872534233	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3898	2026-07-31	SH600009	0.011461487926061073	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4790	2026-07-31	SH601186	0.011454076319316022	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2869	2026-07-31	SH600887	0.01141462560602998	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3087	2026-07-31	SZ300014	0.011411310433763904	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1435	2026-07-31	SH601607	0.011390501633286476	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1875	2026-07-31	SZ002001	0.01138000562787056	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2368	2026-07-31	SH601012	0.011376211419701576	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4480	2026-07-31	SH601077	0.011371179424969258	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3772	2026-07-31	SH600875	0.011309675252723026	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4403	2026-07-31	SH600036	0.011307395122389596	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4026	2026-07-31	SZ002028	0.011303521248940534	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2165	2026-07-31	SH688111	0.011301878839731216	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2870	2026-07-31	SH600886	0.011260059680282427	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2587	2026-07-31	SH600221	0.011256394788328659	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3319	2026-07-31	SZ000999	0.01125134644261545	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
919	2026-07-31	SZ001280	0.011016017757356167	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
884	2026-07-31	SH601318	0.011006107437553802	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
873	2026-07-31	SH600958	0.01094147132388692	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3074	2026-07-31	SZ001391	0.01089509080871204	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1631	2026-07-31	SZ002422	0.01089399866759777	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2289	2026-07-31	SH600031	0.0107129430398345	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4796	2026-07-31	SH601117	0.010704521824666255	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4058	2026-07-31	SH600460	0.010653613885078368	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
696	2026-07-31	SZ301165	0.010631557469477616	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2992	2026-07-31	SH601138	0.010503519324238472	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3102	2026-07-31	SZ300750	0.01044464330226371	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
194	2026-07-31	SH600026	0.010417680256068707	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
835	2026-07-31	SH601607	0.010406993690911037	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1698	2026-07-31	SH600018	0.01039833389222622	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
190	2026-07-31	SH600030	0.010364048182964325	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2464	2026-07-31	SH688111	0.010292527057201888	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3030	2026-07-31	SZ000768	0.010203364956671773	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1211	2026-07-31	SZ000157	0.010127750225365162	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
742	2026-07-31	SZ002493	0.010107279908913625	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
16	2026-07-31	SZ000630	0.01009658444672823	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2670	2026-07-31	SH600999	0.010084410604918425	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
998	2026-07-31	SZ300896	0.010046510025858879	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
161	2026-07-31	SH600415	0.009991269558668137	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3303	2026-07-31	SZ000538	0.009984189351052851	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3604	2026-07-31	SZ000538	0.009975239081799796	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2575	2026-07-31	SH600795	0.009949533027359308	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2076	2026-07-31	SH600930	0.0099415248259902	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2452	2026-07-31	SH601985	0.009881972680048996	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
423	2026-07-31	SZ002074	0.009875210002064705	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2939	2026-07-31	SH601390	0.009838526532311489	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
197	2026-07-31	SH600019	0.009792331606149673	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2292	2026-07-31	SH600028	0.00976107083261013	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2983	2026-07-31	SH601318	0.009759917350941564	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1322	2026-07-31	SZ002142	0.009745675139129162	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1730	2026-07-31	SH601668	0.009739243425428867	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3589	2026-07-31	SH601186	0.009738651688547319	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4740	2026-07-31	SH601390	0.009725958085112025	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3455	2026-07-31	SH600482	0.00967537116111007	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4676	2026-07-31	SH600760	0.009661377503281235	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4421	2026-07-31	SH600061	0.00965202719475842	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3532	2026-07-31	SH601698	0.009617845748814791	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2590	2026-07-31	SH600029	0.009516380947967454	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4611	2026-07-31	SZ002916	0.009499502659743161	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3853	2026-07-31	SH601857	0.009472100760287094	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2430	2026-07-31	SZ000768	0.009433128532598485	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3700	2026-07-31	SZ300832	0.009422506474236902	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1691	2026-07-31	SH600029	0.009333075024187565	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4316	2026-07-31	SZ002241	0.009320716946057862	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1665	2026-07-31	SH600438	0.00920974463224411	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2890	2026-07-31	SH600029	0.009189943847484646	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
576	2026-07-31	SH600930	0.009164931252598763	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2403	2026-07-31	SZ000538	0.009123056730994306	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4320	2026-07-31	SZ002179	0.00906080489372026	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2876	2026-07-31	SH600760	0.009044614492486698	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2098	2026-07-31	SZ302132	0.00904196035116911	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
714	2026-07-31	SZ002352	0.009025853047462902	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4716	2026-07-31	SH600111	0.009025001626601461	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
566	2026-07-31	SH601021	0.009011410176753998	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4593	2026-07-31	SZ300450	0.009005817775819052	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2816	2026-07-31	SZ002241	0.00897867322508678	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3317	2026-07-31	SZ000630	0.008952552735895633	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2008	2026-07-31	SH600219	0.008896604180335999	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4196	2026-07-31	SH601117	0.008894842949018393	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1231	2026-07-31	SZ000768	0.008868533186614513	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4486	2026-07-31	SH601229	0.008859053357186772	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2441	2026-07-31	SH603501	0.0088166713444163	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2474	2026-07-31	SZ001391	0.008695561577257791	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
234	2026-07-31	SH601618	0.008690180256962776	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4063	2026-07-31	SH600372	0.008673473846851089	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1444	2026-07-31	SH601901	0.008657583966851234	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
724	2026-07-31	SZ002050	0.00864905556444948	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2995	2026-07-31	SH601117	0.00864899275145579	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4695	2026-07-31	SH600023	0.008589812230528019	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1388	2026-07-31	SH600036	0.00857111718505621	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3717	2026-07-31	SZ002241	0.008567526384533017	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1159	2026-07-31	SH601390	0.008551262319087982	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4563	2026-07-31	SH688183	0.008537559421173211	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2428	2026-07-31	SZ000792	0.008532468968547492	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
259	2026-07-31	SH601390	0.008497938513755798	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1191	2026-07-31	SH601169	0.008473427966237068	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
611	2026-07-31	SZ000157	0.008415291079831988	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4780	2026-07-31	SH601336	0.008313710200595998	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1106	2026-07-31	SH600061	0.008247941732406616	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1342	2026-07-31	SZ002493	0.008195475675165653	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2232	2026-07-31	SZ002736	0.008193494752049446	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4350	2026-07-31	SH601901	0.00815196467839328	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
830	2026-07-31	SH601668	0.008150977195798324	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
702	2026-07-31	SZ300760	0.008129775825906748	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1494	2026-07-31	SH601136	0.008122873492538929	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1190	2026-07-31	SH601186	0.008087056688964367	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1829	2026-07-31	SZ000792	0.008036840707063675	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3027	2026-07-31	SZ000807	0.00803276286111496	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
451	2026-07-31	SH600547	0.008031439036130905	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4776	2026-07-31	SH600930	0.008008079511334929	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1954	2026-07-31	SH600515	0.008005685172975063	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
203	2026-07-31	SH600039	0.007986670359969139	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3476	2026-07-31	SH600760	0.007962273342681899	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2417	2026-07-31	SZ000630	0.007961924099646184	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4467	2026-07-31	SH601012	0.007928460104859631	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
697	2026-07-31	SZ300999	0.007803875107665949	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3025	2026-07-31	SZ000895	0.007780841153142136	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
792	2026-07-31	SH600028	0.007771814990380439	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4406	2026-07-31	SH600050	0.007752532306111322	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1976	2026-07-31	SH600795	0.007749766111373901	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
646	2026-07-31	SH603288	0.0077287629373388456	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
822	2026-07-31	SH600050	0.00768261339844918	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2593	2026-07-31	SH600026	0.007666385870366512	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
206	2026-07-31	SH600061	0.007657233159989119	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3625	2026-07-31	SZ000938	0.007638705905274693	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4489	2026-07-31	SH601186	0.007628976312052436	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2305	2026-07-31	SH600048	0.007601423654705286	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1404	2026-07-31	SH600900	0.007563821040093899	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4091	2026-07-31	SH600029	0.007545411627445384	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1600	2026-07-31	SZ300832	0.007530143018811941	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4770	2026-07-31	SH601006	0.007526908241494148	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
250	2026-07-31	SH601877	0.007486185524612665	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
531	2026-07-31	SH601658	0.007486010901629925	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3146	2026-07-31	SZ002422	0.007446943067459281	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1462	2026-07-31	SH601336	0.007382159121334553	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3578	2026-07-31	SH601066	0.0073639122210366285	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3894	2026-07-31	SH601136	0.0073518449890743924	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2952	2026-07-31	SH601857	0.007237186325411673	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2813	2026-07-31	SZ002352	0.007180762054792891	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3527	2026-07-31	SH601688	0.00716509027049399	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4372	2026-07-31	SH600845	0.0071472307870257545	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3260	2026-07-31	SH601360	0.007126436965584473	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3101	2026-07-31	SZ300760	0.007113372107754409	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2978	2026-07-31	SH601066	0.007109459506383437	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3627	2026-07-31	SZ000858	0.007057427538665983	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3911	2026-07-31	SZ000157	0.007048504319816808	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2774	2026-07-31	SZ001391	0.007043591673022643	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1496	2026-07-31	SH601117	0.007040201686322689	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2957	2026-07-31	SH601800	0.006908731982761165	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2717	2026-07-31	SZ000630	0.006866664565439049	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4661	2026-07-31	SH600406	0.006847981178456655	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3722	2026-07-31	SZ002142	0.006835558502713525	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2262	2026-07-31	SH600406	0.00682893255725503	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4346	2026-07-31	SZ002422	0.006827226827831437	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
806	2026-07-31	SH600061	0.006817208510661706	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3286	2026-07-31	SH601229	0.006806912022613642	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2730	2026-07-31	SZ000768	0.006791554662749143	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1978	2026-07-31	SH600741	0.006736068986356258	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4504	2026-07-31	SZ000538	0.0067247224387234844	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3350	2026-07-31	SH601995	0.006721795255300378	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3261	2026-07-31	SH601336	0.006710276906201077	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3416	2026-07-31	SZ002241	0.0067061534309884605	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1201	2026-07-31	SZ000617	0.006665839347988367	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2719	2026-07-31	SZ000999	0.006631108721461585	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1768	2026-07-31	SH601012	0.006607172079384327	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1804	2026-07-31	SZ000538	0.006594186183065176	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4128	2026-07-31	SH601688	0.006594002454820856	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4747	2026-07-31	SH601898	0.006584370754398125	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
770	2026-07-31	SH600887	0.006582368582944703	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4636	2026-07-31	SZ002625	0.006556556686334712	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
829	2026-07-31	SH601669	0.006500378084988821	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4652	2026-07-31	SH600519	0.00649478679895332	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3442	2026-07-31	SZ002475	0.006460173691256593	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4784	2026-07-31	SH601318	0.006406797273667218	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
208	2026-07-31	SH600219	0.006344472523778677	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2412	2026-07-31	SZ000063	0.006268382230087903	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3925	2026-07-31	SZ000938	0.006253479588945955	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
628	2026-07-31	SZ000807	0.00623317691641078	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
102	2026-07-31	SZ300760	0.006213457323610783	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2665	2026-07-31	SH601021	0.006196245380173979	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2747	2026-07-31	SH603259	0.006187863621848149	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4791	2026-07-31	SH601169	0.006159043224926852	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2979	2026-07-31	SH600905	0.006048878754790093	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4246	2026-07-31	SH603260	0.006047353873698323	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1362	2026-07-31	SH600406	0.00595544558018446	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1549	2026-07-31	SH603019	0.005928365513682365	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
103	2026-07-31	SZ300750	0.005928326398134232	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3157	2026-07-31	SH600547	0.0058574809808062765	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4200	2026-07-31	SZ301308	0.005841208335995751	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4561	2026-07-31	SH688256	0.005814731268203317	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4475	2026-07-31	SH600930	0.005800516448370688	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3140	2026-07-31	SZ002532	0.005764708710439657	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1662	2026-07-31	SH600406	0.005627342965453863	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1762	2026-07-31	SH601336	0.005619505420327187	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1884	2026-07-31	SZ300122	0.005583238787949085	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3458	2026-07-31	SH600438	0.00557983737290577	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1653	2026-07-31	SH600519	0.005576705560088158	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4321	2026-07-31	SZ002142	0.005575119043562432	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4095	2026-07-31	SH600025	0.005550870792785168	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3054	2026-07-31	SZ001280	0.005484452381691793	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1328	2026-07-31	SZ002371	0.005438669119030237	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
528	2026-07-31	SH601688	0.005433020181953907	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1734	2026-07-31	SH601618	0.005431686993688345	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
171	2026-07-31	SH600886	0.005395679734647274	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
266	2026-07-31	SH601021	0.005370030179619789	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1504	2026-07-31	SZ000538	0.005363148637115955	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
178	2026-07-31	SH600741	0.0053286924958229065	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3236	2026-07-31	SH601600	0.005278363135094714	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2951	2026-07-31	SH601868	0.005249482466496849	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4793	2026-07-31	SH601138	0.005220124023861694	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3862	2026-07-31	SH601336	0.005137851410828322	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4131	2026-07-31	SH601658	0.005040823750302194	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
207	2026-07-31	SH600221	0.004938757512718439	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1617	2026-07-31	SZ002241	0.004848047625273466	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
640	2026-07-31	SH603893	0.004791517257100662	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3158	2026-07-31	SH600438	0.004749730442989232	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4618	2026-07-31	SZ002236	0.004693702517748599	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3461	2026-07-31	SH600406	0.0046534747678377035	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1790	2026-07-31	SH601186	0.004635712131857872	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2894	2026-07-31	SH600025	0.004633286712597193	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2679	2026-07-31	SH600905	0.004593192072450874	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2750	2026-07-31	SH601995	0.004542340621010186	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
763	2026-07-31	SH600372	0.004474404720655929	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1903	2026-07-31	SZ300750	0.004436444956809282	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4755	2026-07-31	SH601838	0.004435740175751497	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3575	2026-07-31	SH600930	0.004434714560983323	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2892	2026-07-31	SH600027	0.004422084602964818	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3923	2026-07-31	SZ000975	0.004401961176537607	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
326	2026-07-31	SZ000895	0.004396019037812948	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1315	2026-07-31	SZ002311	0.0043755099177360535	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
168	2026-07-31	SH600585	0.004372727125883102	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1684	2026-07-31	SH600346	0.004362826701253653	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2842	2026-07-31	SZ002475	0.004339786022002416	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
630	2026-07-31	SZ000776	0.004293219738505135	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3896	2026-07-31	SH601117	0.004290250092614153	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2156	2026-07-31	SH688009	0.004267500713467598	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4664	2026-07-31	SH600346	0.004254945107087375	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3824	2026-07-31	SH600905	0.004195362365117292	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3561	2026-07-31	SH601336	0.004081089467791442	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1776	2026-07-31	SH600930	0.004020120482891798	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3267	2026-07-31	SH601012	0.00401625272074908	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2090	2026-07-31	SH601186	0.003983909264206886	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3529	2026-07-31	SH601668	0.003949706643488053	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2629	2026-07-31	SH601668	0.003926434063287725	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2678	2026-07-31	SH601066	0.0038988011089824705	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
701	2026-07-31	SZ300803	0.003895331587058752	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
732	2026-07-31	SZ002736	0.003855089940507838	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1132	2026-07-31	SH601727	0.003778544021770358	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4454	2026-07-31	SH601825	0.0037564986946071527	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4513	2026-07-31	SZ000063	0.0037464167051253217	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
439	2026-07-31	SZ002594	0.003731167409569025	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1426	2026-07-31	SH601698	0.003728906624019146	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4620	2026-07-31	SZ002202	0.003705071020452884	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3504	2026-07-31	SH600893	0.003697479535592995	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3942	2026-07-31	SH603501	0.0036623801355146323	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4528	2026-07-31	SZ000807	0.0036457404576857697	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2627	2026-07-31	SH601688	0.003635255773877807	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4432	2026-07-31	SH601698	0.0035790678555770042	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3254	2026-07-31	SH601825	0.0035730440314498874	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
213	2026-07-31	SH600160	0.0035719475708901882	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2555	2026-07-31	SH600482	0.0035627727308705894	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1249	2026-07-31	SH603019	0.0035614469088613987	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4697	2026-07-31	SH600018	0.0035390981172241515	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
316	2026-07-31	SZ000630	0.003529804525896907	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2419	2026-07-31	SZ000999	0.003497111340718821	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2710	2026-07-31	SZ000157	0.003486067601595646	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
759	2026-07-31	SH600436	0.003474293042937279	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2712	2026-07-31	SZ000063	0.003456593838731431	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2450	2026-07-31	SH601995	0.0034409659523791532	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3312	2026-07-31	SZ000063	0.003420817463435566	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4061	2026-07-31	SH600415	0.0033434170893549804	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1526	2026-07-31	SZ000895	0.003335449146106839	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2065	2026-07-31	SH601058	0.003293136367574334	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1746	2026-07-31	SH601898	0.0032782789785414934	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2154	2026-07-31	SZ001391	0.0032690423540771008	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2641	2026-07-31	SH601727	0.003266662147491911	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3170	2026-07-31	SH600886	0.003244211538256362	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2925	2026-07-31	SH600918	0.0031472765163772357	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4478	2026-07-31	SH601066	0.003141002843264167	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3122	2026-07-31	SZ002074	0.0031118542471418407	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4430	2026-07-31	SH601658	0.003087690639905662	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2861	2026-07-31	SH600406	0.003046290936622396	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1477	2026-07-31	SH600926	0.0030060482677072287	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4210	2026-07-31	SZ000157	0.003005579925496353	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1796	2026-07-31	SH601117	0.0029989497270435095	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4675	2026-07-31	SH600795	0.0029792658193072826	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
319	2026-07-31	SZ001280	0.0029719993472099304	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1213	2026-07-31	SZ000063	0.0029559433460235596	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3327	2026-07-31	SZ000807	0.002923371688263954	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1824	2026-07-31	SZ000963	0.002920679748058319	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
753	2026-07-31	SH600519	0.002807516777489502	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4597	2026-07-31	SZ300999	0.002771246912078461	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3490	2026-07-31	SH600029	0.0027535893890105224	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2908	2026-07-31	SH600196	0.0027478953653097553	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4501	2026-07-31	SZ000617	0.0027096636129481425	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1990	2026-07-31	SH600030	0.002673740265890956	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2097	2026-07-31	SH601100	0.0026701800525188446	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
493	2026-07-31	SH600027	0.0026487105060368776	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3266	2026-07-31	SH601018	0.0026356958225756295	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3501	2026-07-31	SH600010	0.0026069070870230987	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2591	2026-07-31	SH600028	0.0025690086389864083	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3227	2026-07-31	SH601688	0.0025680294328159097	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2950	2026-07-31	SH601872	0.0025526690475404876	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2651	2026-07-31	SH601868	0.0025414986016993497	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2901	2026-07-31	SH600010	0.0025255096318968586	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4267	2026-07-31	SH688047	0.002462306300375632	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4135	2026-07-31	SH601607	0.0024099802499091766	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3289	2026-07-31	SH601186	0.002343564678140826	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1394	2026-07-31	SH600026	0.002337917685508728	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1986	2026-07-31	SH600276	0.0023373228032141924	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4511	2026-07-31	SZ000157	0.0023022392730348987	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
838	2026-07-31	SH601456	0.00229151230683113	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4287	2026-07-31	SZ300014	0.0022491991275348316	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4768	2026-07-31	SH601012	0.0022433744610636103	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1942	2026-07-31	SZ002493	0.002224074676632881	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4621	2026-07-31	SZ002179	0.002220383158392519	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4261	2026-07-31	SH688223	0.002175755413196473	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3567	2026-07-31	SH601012	0.002168655050571174	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
790	2026-07-31	SH600030	0.0020098276934145125	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
519	2026-07-31	SH600089	0.001974567538127303	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4176	2026-07-31	SH600930	0.0019637824382502476	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1407	2026-07-31	SH600221	0.00189660070464015	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4415	2026-07-31	SH600115	0.0018850357318487409	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
442	2026-07-31	SZ002493	0.0018739248625934124	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4207	2026-07-31	SZ000617	0.0018699491068809861	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
235	2026-07-31	SH601607	0.0018550064414739609	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4407	2026-07-31	SH600219	0.0017647527529033673	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3536	2026-07-31	SH601600	0.0017184774971694418	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4163	2026-07-31	SH601066	0.0016756044124856323	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
165	2026-07-31	SH600438	0.0016535990871489048	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4336	2026-07-31	SZ002602	0.0016522576197364797	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3448	2026-07-31	SZ302132	0.0016390711046624083	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2927	2026-07-31	SH601688	0.0016288174880516773	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1753	2026-07-31	SH601857	0.0016051986021921039	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4490	2026-07-31	SH601169	0.0015865976062111324	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
876	2026-07-31	SH600930	0.0015842541064254756	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1098	2026-07-31	SH600018	0.0015688417479395866	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
834	2026-07-31	SH601618	0.0015588195576182876	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2661	2026-07-31	SH601336	0.001548021956006031	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3876	2026-07-31	SH600930	0.0015465243567577998	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2198	2026-07-31	SZ300896	0.0015195570886135101	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
859	2026-07-31	SH601390	0.0015172161986666342	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
523	2026-07-31	SH601919	0.0014920409303158522	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4465	2026-07-31	SH601021	0.0014400376850620183	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3917	2026-07-31	SZ000651	0.0014348597636380345	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4656	2026-07-31	SH600460	0.0014219126299253124	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3247	2026-07-31	SH601881	0.001397162167667958	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1490	2026-07-31	SH601186	0.0013533239252865314	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3549	2026-07-31	SH601877	0.001342797690423143	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4751	2026-07-31	SH601877	0.001299076335702097	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3399	2026-07-31	SZ300832	0.0012422268203846937	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3332	2026-07-31	SZ000708	0.0012343453661640984	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
455	2026-07-31	SH600489	0.0012196253519505262	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3500	2026-07-31	SH600011	0.0011853981099718875	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
825	2026-07-31	SH600919	0.0011642224421987632	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2999	2026-07-31	SZ302132	0.0011610471694239025	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3845	2026-07-31	SH601899	0.0011204570386839344	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4779	2026-07-31	SH601066	0.0011011196527288343	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
662	2026-07-31	SH688223	0.0010053160442679565	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1196	2026-07-31	SH601117	0.0010041063651442528	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4434	2026-07-31	SH601607	0.0009911913970737935	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3859	2026-07-31	SH601390	0.0009646033974152036	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4600	2026-07-31	SZ300832	0.0009126436073493117	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4782	2026-07-31	SH601100	0.0008846283712293079	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3121	2026-07-31	SZ002142	0.0008465533889417233	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3201	2026-07-31	SH600010	0.0008254228106769075	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4722	2026-07-31	SH600048	0.0007771218791233597	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3687	2026-07-31	SZ300015	0.0007671746650468699	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2657	2026-07-31	SH601800	0.0006700354695124535	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3384	2026-07-31	SZ300059	0.0006316442197546921	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3545	2026-07-31	SH601898	0.000575011609947697	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1624	2026-07-31	SZ002050	0.0004577609070111066	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1968	2026-07-31	SH600585	0.00045649614185094833	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4702	2026-07-31	SH600009	0.00045127181479333973	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3187	2026-07-31	SH600221	0.0003899044514531178	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2695	2026-07-31	SH601117	0.00037525457875714767	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3441	2026-07-31	SZ002493	0.00034398400709161254	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
798	2026-07-31	SH600018	0.0003436557647399205	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4370	2026-07-31	SH600886	0.0003145470929404022	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1416	2026-07-31	SH600115	0.0002843694528564811	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4461	2026-07-31	SH601336	0.00025085960917356465	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2040	2026-07-31	SH601628	0.00018638186156749725	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1506	2026-07-31	SZ000408	0.00012132880510762334	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3432	2026-07-31	SZ002714	8.681740935325262e-05	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4614	2026-07-31	SZ002352	7.302393267950489e-05	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4731	2026-07-31	SH601658	5.8518912126743735e-05	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2397	2026-07-31	SH601100	1.3278797268867493e-05	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
844	2026-07-31	SH601901	-1.412454809050659e-05	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3492	2026-07-31	SH600027	-7.073931703660248e-05	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4357	2026-07-31	SH600547	-0.00015352300881946103	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1313	2026-07-31	SZ002353	-0.00017113215290009975	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1470	2026-07-31	SH601006	-0.00020615151152014732	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1217	2026-07-31	SZ000651	-0.00030526245245710015	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1737	2026-07-31	SH601600	-0.000333851930918172	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3484	2026-07-31	SH600309	-0.00033482527005457497	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
620	2026-07-31	SZ000999	-0.00034959354364905116	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1226	2026-07-31	SZ000895	-0.00041113782208412886	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1695	2026-07-31	SH600025	-0.0004340576706454158	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4564	2026-07-31	SH688126	-0.0004833056214921963	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3788	2026-07-31	SH600036	-0.0005026400807183705	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3771	2026-07-31	SH600886	-0.0005291933568032113	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3613	2026-07-31	SZ000063	-0.0005548658515976162	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1576	2026-07-31	SZ300413	-0.0005966725875623524	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4424	2026-07-31	SH600900	-0.0006320651862928152	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
933	2026-07-31	SZ000708	-0.0006686128908768296	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3024	2026-07-31	SZ000938	-0.0006983565341312236	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4387	2026-07-31	SH600221	-0.0007237712188976715	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1586	2026-07-31	SZ300033	-0.0007702942239120603	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4684	2026-07-31	SH600309	-0.0008200671603318066	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2885	2026-07-31	SH600276	-0.0008840698317863512	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
644	2026-07-31	SH603369	-0.0008871600497744997	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1288	2026-07-31	SZ300014	-0.0009715667110867798	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4508	2026-07-31	SZ000338	-0.0009742610734154392	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3464	2026-07-31	SH600346	-0.0010127371908814505	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
151	2026-07-31	SH600547	-0.001058504218235612	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2546	2026-07-31	SZ002422	-0.0010631029761367496	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4641	2026-07-31	SZ002532	-0.0010710903647921494	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2423	2026-07-31	SZ000963	-0.001090581799324976	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4466	2026-07-31	SH601018	-0.001090754208598139	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1302	2026-07-31	SZ300760	-0.0011424385011196136	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
858	2026-07-31	SH601800	-0.001143690711291218	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2499	2026-07-31	SZ300832	-0.0011454684742731786	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1499	2026-07-31	SZ302132	-0.0011588846100494266	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3446	2026-07-31	SZ002422	-0.0012010951840602864	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4558	2026-07-31	SH688396	-0.0012241224572369534	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
631	2026-07-31	SZ000768	-0.001249700464260134	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
268	2026-07-31	SH601012	-0.0012714606709778309	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3868	2026-07-31	SH601012	-0.0012847285631603879	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
865	2026-07-31	SH601058	-0.0013058330045842004	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4414	2026-07-31	SH600118	-0.001397748903778704	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
535	2026-07-31	SH601607	-0.00141855888068676	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2722	2026-07-31	SZ000975	-0.0015119605122587954	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3422	2026-07-31	SZ002074	-0.0015524322725002815	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
965	2026-07-31	SH688111	-0.0016308706253767014	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
888	2026-07-31	SH601225	-0.0016503051915731112	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3136	2026-07-31	SZ002602	-0.0016949477597259198	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
617	2026-07-31	SZ000651	-0.0017110355978874068	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1396	2026-07-31	SH600023	-0.0017159564886242151	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4778	2026-07-31	SH600919	-0.0017656997153269467	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4482	2026-07-31	SH601319	-0.0018113949629570138	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2677	2026-07-31	SH600919	-0.0018152449255062443	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
764	2026-07-31	SH600362	-0.0018340575520226982	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
836	2026-07-31	SH601601	-0.0018376363582277443	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2945	2026-07-31	SH601898	-0.0018769788032657077	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2448	2026-07-31	SH603019	-0.0019397324505834356	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3858	2026-07-31	SH601800	-0.00195257316676431	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1750	2026-07-31	SH601877	-0.0020064543932676315	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
199	2026-07-31	SH600016	-0.002032836899161339	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1051	2026-07-31	SH600547	-0.0020407680422067642	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
789	2026-07-31	SH600031	-0.002043070777480851	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
807	2026-07-31	SH600221	-0.0020477199590812397	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4536	2026-07-31	SH688521	-0.002048288060451758	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4441	2026-07-31	SH601727	-0.002097670347325277	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4617	2026-07-31	SZ002241	-0.002112971090606361	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3989	2026-07-31	SZ003816	-0.0021225305081601265	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1501	2026-07-31	SZ000617	-0.0021652751602232456	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4602	2026-07-31	SZ300760	-0.002183152455587169	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3249	2026-07-31	SH601877	-0.0022097810454150316	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1405	2026-07-31	SH600048	-0.002242384245619178	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4588	2026-07-31	SZ300014	-0.0022483314352948307	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2328	2026-07-31	SH601688	-0.002252501668408513	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1324	2026-07-31	SZ002050	-0.002292646560817957	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2501	2026-07-31	SZ300760	-0.0023082763463347913	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1971	2026-07-31	SH600886	-0.00231797993183136	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4631	2026-07-31	SZ002422	-0.002318281072514308	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3084	2026-07-31	SZ300059	-0.0023403966009467496	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3329	2026-07-31	SZ000776	-0.0023620081045407034	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4737	2026-07-31	SH601600	-0.0023723820336136376	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4735	2026-07-31	SH601607	-0.0023736577989153414	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4562	2026-07-31	SH688223	-0.0024643802049234263	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1758	2026-07-31	SH601800	-0.002466851845383644	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4619	2026-07-31	SZ002230	-0.0025105502305922647	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2461	2026-07-31	SH688223	-0.002537514652926949	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3825	2026-07-31	SH600919	-0.002588329752233661	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3323	2026-07-31	SZ000963	-0.00261899113475834	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3508	2026-07-31	SH600196	-0.002635383562961404	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4127	2026-07-31	SH601689	-0.0026583700887144158	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3601	2026-07-31	SZ000617	-0.0026712041959022184	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1450	2026-07-31	SH601877	-0.002721090568229556	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1448	2026-07-31	SH601881	-0.0027222041971981525	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4758	2026-07-31	SH601816	-0.0027405893866914435	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3583	2026-07-31	SH601318	-0.0027516685564129848	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1484	2026-07-31	SH601318	-0.0027528516948223114	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
771	2026-07-31	SH600886	-0.002766403301314666	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4288	2026-07-31	SZ003816	-0.0028149879229797795	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3307	2026-07-31	SZ000617	-0.0028210561051917027	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1134	2026-07-31	SH601618	-0.0028306031599640846	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4077	2026-07-31	SH600760	-0.0028691160246106804	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2600	2026-07-31	SH600011	-0.002881770067194125	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1428	2026-07-31	SH601688	-0.0029341052286326885	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1137	2026-07-31	SH601600	-0.002954697934910655	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2584	2026-07-31	SH600309	-0.00298532280561244	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1555	2026-07-31	SH605499	-0.0030198844615370035	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3985	2026-07-31	SZ300059	-0.0030321410438862773	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3502	2026-07-31	SH600009	-0.0030362777996919294	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3172	2026-07-31	SH600845	-0.003037587690495413	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2987	2026-07-31	SH601225	-0.0030697462029603355	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4397	2026-07-31	SH600018	-0.0031078809448802955	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1402	2026-07-31	SH600010	-0.003118277294561267	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3257	2026-07-31	SH601800	-0.0031268261269556514	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2725	2026-07-31	SZ000895	-0.003143413049320094	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3522	2026-07-31	SH600048	-0.003231064320392134	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2784	2026-07-31	SZ300059	-0.0032591809364910405	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4447	2026-07-31	SH601881	-0.0032608972208254556	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2601	2026-07-31	SH600010	-0.003306868708250805	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
687	2026-07-31	SZ300015	-0.0033720562905265087	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3423	2026-07-31	SZ002050	-0.003401294078285414	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
499	2026-07-31	SH600016	-0.0034385747276246548	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4188	2026-07-31	SH601225	-0.0034478126227569924	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
852	2026-07-31	SH601868	-0.0034780959533117304	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3875	2026-07-31	SH600938	-0.0034918913000493474	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
879	2026-07-31	SH600918	-0.0035054148073211944	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1677	2026-07-31	SH600760	-0.0035246999468654394	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1093	2026-07-31	SH600027	-0.0035357410088181496	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
843	2026-07-31	SH601788	-0.003540210838481507	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2997	2026-07-31	SH601088	-0.0035734320095206387	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1353	2026-07-31	SH600519	-0.0035965335555374622	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
495	2026-07-31	SH600025	-0.0036192694678902626	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3047	2026-07-31	SH603259	-0.0036997559633046733	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3472	2026-07-31	SH600845	-0.0037177017840445193	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4156	2026-07-31	SH601818	-0.0037244282667042564	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3161	2026-07-31	SH600406	-0.0037247774515939084	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1200	2026-07-31	SH600009	-0.003744016867130995	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4323	2026-07-31	SZ002050	-0.0037510356970995545	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4401	2026-07-31	SH600010	-0.003768029243651793	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3306	2026-07-31	SZ000338	-0.0038363965032719564	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4189	2026-07-31	SH601211	-0.003848447584517656	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1425	2026-07-31	SH600919	-0.0038910438306629658	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1991	2026-07-31	SH600029	-0.0039124758914113045	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2864	2026-07-31	SH600346	-0.003913383893326716	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2561	2026-07-31	SH600406	-0.003964578942015457	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3852	2026-07-31	SH601868	-0.0039960972089901955	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2953	2026-07-31	SH601838	-0.004008628288495447	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1500	2026-07-31	SH600009	-0.004025300033390522	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4633	2026-07-31	SZ002714	-0.004057315541320193	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2838	2026-07-31	SZ002594	-0.004113144880800387	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3541	2026-07-31	SH601727	-0.004144143636139606	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2592	2026-07-31	SH600027	-0.004150589442216242	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1898	2026-07-31	SZ300896	-0.004157643765211105	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1774	2026-07-31	SH600941	-0.004165010992437601	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2585	2026-07-31	SH600276	-0.004178744682400746	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1916	2026-07-31	SZ002304	-0.004188247490674257	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2806	2026-07-31	SZ300498	-0.004209967414179429	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3557	2026-07-31	SH601800	-0.004223165527234321	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
504	2026-07-31	SH600900	-0.004229924641549587	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1673	2026-07-31	SH600845	-0.004258652217686176	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4704	2026-07-31	SH600893	-0.004259711665482953	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4297	2026-07-31	SZ300896	-0.004303197599597351	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1962	2026-07-31	SH600406	-0.004340216517448425	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2422	2026-07-31	SZ000975	-0.004344489253539853	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1478	2026-07-31	SH601077	-0.00434853695333004	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1897	2026-07-31	SZ300999	-0.0043576546013355255	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
403	2026-07-31	SZ300750	-0.004358219914138317	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4120	2026-07-31	SH600085	-0.0043828361285644666	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4526	2026-07-31	SZ000895	-0.00438564549382431	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3230	2026-07-31	SH601658	-0.0044300102878196725	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4232	2026-07-31	SZ000708	-0.004482124054339984	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
673	2026-07-31	SH601985	-0.004498700237527816	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2902	2026-07-31	SH600009	-0.004541784976919239	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1065	2026-07-31	SH600438	-0.004561551846563816	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4547	2026-07-31	SH603260	-0.004589403177958433	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4701	2026-07-31	SH600010	-0.004613409593036901	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3891	2026-07-31	SH601169	-0.004637755412587907	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
375	2026-07-31	SZ002001	-0.004666497930884361	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4394	2026-07-31	SH600025	-0.004736904627526148	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4296	2026-07-31	SZ300999	-0.00475218774606902	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3569	2026-07-31	SH601006	-0.0047850942864001034	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4658	2026-07-31	SH600438	-0.004830484400792173	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3878	2026-07-31	SH601077	-0.004857266127499749	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2439	2026-07-31	SH603893	-0.004871988112982704	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2799	2026-07-31	SZ300832	-0.0048732821878852434	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
851	2026-07-31	SH601872	-0.00491333229673889	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2649	2026-07-31	SH601877	-0.0049252807655781935	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4624	2026-07-31	SZ002050	-0.004927832434570793	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3367	2026-07-31	SH688047	-0.004989342822465536	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1642	2026-07-31	SZ002493	-0.005027700215578079	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3026	2026-07-31	SZ000858	-0.005029414195123965	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3805	2026-07-31	SH600048	-0.00502951926202886	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3164	2026-07-31	SH600346	-0.005063871235025634	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4606	2026-07-31	SZ300502	-0.005091199526278024	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3268	2026-07-31	SH601009	-0.0050931770174300235	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4445	2026-07-31	SH601898	-0.0051231829516385444	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3421	2026-07-31	SZ002142	-0.00512646040794252	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
219	2026-07-31	SH600089	-0.005148923955857754	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
867	2026-07-31	SH601018	-0.005155146657051514	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4519	2026-07-31	SZ001280	-0.0051876450104147796	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2604	2026-07-31	SH600893	-0.005248605362839696	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3590	2026-07-31	SH601169	-0.005249841730505134	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3962	2026-07-31	SH688223	-0.00525432167717213	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1017	2026-07-31	SZ002241	-0.005312738008797169	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1103	2026-07-31	SH600039	-0.005319577641785145	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3325	2026-07-31	SZ000895	-0.0053546067826288155	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4568	2026-07-31	SH688047	-0.005358530477881374	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2848	2026-07-31	SZ302132	-0.005362649138462409	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3457	2026-07-31	SH600547	-0.005374867425433325	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3413	2026-07-31	SZ002352	-0.005391157571621861	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2429	2026-07-31	SZ000776	-0.005391526864115865	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4024	2026-07-31	SZ002050	-0.005401248921389051	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1319	2026-07-31	SZ002230	-0.0054594846442341805	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3867	2026-07-31	SH601018	-0.005479929810461453	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2133	2026-07-31	SZ000708	-0.005481717176735401	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2732	2026-07-31	SZ000708	-0.005486496204066763	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3642	2026-07-31	SH603501	-0.005497188544857338	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3017	2026-07-31	SZ000630	-0.00550055163186695	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1661	2026-07-31	SH600415	-0.005501380655914545	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4767	2026-07-31	SH601018	-0.00551118401660946	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3141	2026-07-31	SZ002493	-0.005529378948997621	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3696	2026-07-31	SZ301165	-0.005537627610837799	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4754	2026-07-31	SH601857	-0.005588861648151594	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2608	2026-07-31	SH600196	-0.005632844081292909	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3215	2026-07-31	SH600115	-0.005633332165694238	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2427	2026-07-31	SZ000807	-0.005669899769742582	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3890	2026-07-31	SH601186	-0.005693621803489941	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2723	2026-07-31	SZ000963	-0.0057043092131944554	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2652	2026-07-31	SH601857	-0.005712257339131335	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2884	2026-07-31	SH600309	-0.0057130236249727144	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3244	2026-07-31	SH601899	-0.0057238958807762814	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3354	2026-07-31	SZ001280	-0.005727307688298096	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4483	2026-07-31	SH601318	-0.005734766755642819	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2316	2026-07-31	SH600115	-0.0057395463809370995	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2570	2026-07-31	SH600886	-0.005740703293969547	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3184	2026-07-31	SH600309	-0.005743207913211947	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1463	2026-07-31	SH601066	-0.005748740863054991	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
33	2026-07-31	SZ000708	-0.005750082433223724	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3195	2026-07-31	SH600023	-0.005757780909901128	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2020	2026-07-31	SH600085	-0.005763479042798281	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3152	2026-07-31	SH600519	-0.005824199467429608	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4203	2026-07-31	SZ000538	-0.005834728476287551	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4765	2026-07-31	SH601058	-0.005839944021333058	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2932	2026-07-31	SH601698	-0.0058475460889496084	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3518	2026-07-31	SH600089	-0.005899946991921131	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4439	2026-07-31	SH601390	-0.005954314862425089	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1763	2026-07-31	SH601066	-0.005980825051665306	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
537	2026-07-31	SH601600	-0.0062067764811217785	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
244	2026-07-31	SH601901	-0.006226024590432644	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2686	2026-07-31	SH601229	-0.00622857300863146	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3503	2026-07-31	SH600036	-0.00623114166556386	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3342	2026-07-31	SH603392	-0.00623150777566369	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
944	2026-07-31	SH603369	-0.006253368221223354	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4642	2026-07-31	SZ002493	-0.006255040783894984	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4734	2026-07-31	SH601618	-0.006271807901543603	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4728	2026-07-31	SH601688	-0.006280297575736381	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4639	2026-07-31	SZ002594	-0.006305730947371929	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3253	2026-07-31	SH601838	-0.0063414564941835444	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4576	2026-07-31	SZ300413	-0.006389713305686932	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3887	2026-07-31	SH601229	-0.006428138152799788	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4546	2026-07-31	SH603288	-0.006434683415549559	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4692	2026-07-31	SH600027	-0.006434703345730169	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
257	2026-07-31	SH601816	-0.0064496542327106	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
237	2026-07-31	SH601600	-0.006491750478744507	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2602	2026-07-31	SH600009	-0.006499843335589604	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4225	2026-07-31	SZ000895	-0.006514913586449721	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4514	2026-07-31	SZ000002	-0.006515210579249779	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4630	2026-07-31	SZ002384	-0.006528757956451144	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2669	2026-07-31	SH601006	-0.00654171041305876	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3283	2026-07-31	SH601318	-0.006545164454798731	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3007	2026-07-31	SZ000617	-0.006578106684472594	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4670	2026-07-31	SH600886	-0.006579957058427554	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2603	2026-07-31	SH600036	-0.00661338472652406	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4527	2026-07-31	SZ000858	-0.006633913674733731	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3241	2026-07-31	SH601727	-0.006675862274295746	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
845	2026-07-31	SH601899	-0.006690361112926028	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2307	2026-07-31	SH600221	-0.006699315272271633	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3946	2026-07-31	SH603288	-0.00671196125602597	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4623	2026-07-31	SZ002074	-0.006728218450151864	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
508	2026-07-31	SH600219	-0.006731882691383362	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2532	2026-07-31	SZ002714	-0.006785925037194491	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3222	2026-07-31	SH600048	-0.0068413078923984854	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
762	2026-07-31	SH600406	-0.00688012930847961	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4402	2026-07-31	SH600009	-0.006883324022929696	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4657	2026-07-31	SH600547	-0.006904820433448788	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4199	2026-07-31	SZ302132	-0.006909312665540499	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4227	2026-07-31	SZ000807	-0.0069725093197340465	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3654	2026-07-31	SZ001391	-0.006976410269438126	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
344	2026-07-31	SH603369	-0.007030477747321129	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
727	2026-07-31	SZ002027	-0.007062744325009354	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
238	2026-07-31	SH601456	-0.007163026370108128	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3833	2026-07-31	SH601633	-0.007207003857536169	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4660	2026-07-31	SH600415	-0.0072115476482506645	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3633	2026-07-31	SZ000708	-0.007245110356722959	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3798	2026-07-31	SH600018	-0.00726514602588888	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3204	2026-07-31	SH600893	-0.007269781992881591	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4587	2026-07-31	SZ300015	-0.007275029522312525	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3485	2026-07-31	SH600276	-0.007285687019734425	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
818	2026-07-31	SH600104	-0.0072898408718564765	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2496	2026-07-31	SZ300999	-0.007293611105331822	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
596	2026-07-31	SH601117	-0.00729538407176733	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1055	2026-07-31	SH600489	-0.007345731370151043	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3866	2026-07-31	SH601021	-0.007348679580115082	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
98	2026-07-31	SZ300896	-0.007376126479357481	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2854	2026-07-31	SH600489	-0.007396724292059032	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4743	2026-07-31	SH601728	-0.007420010871742857	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
480	2026-07-31	SH600674	-0.0074313306249678135	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4427	2026-07-31	SH601688	-0.007468887913771886	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2683	2026-07-31	SH601318	-0.007498096324385638	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4022	2026-07-31	SZ002142	-0.007505569178204533	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
837	2026-07-31	SH601600	-0.007523791733421156	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2444	2026-07-31	SH603296	-0.007537723595751746	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1956	2026-07-31	SH600482	-0.007559972815215588	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2964	2026-07-31	SH601058	-0.007565270007344686	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3784	2026-07-31	SH600346	-0.007588709199113204	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
899	2026-07-31	SZ302132	-0.007594588823325388	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3440	2026-07-31	SZ002532	-0.00759809069623099	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2407	2026-07-31	SZ000617	-0.007605826255335129	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3623	2026-07-31	SZ000975	-0.007606297887600238	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
733	2026-07-31	SZ002714	-0.007664876893521673	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1614	2026-07-31	SZ002352	-0.007677990477532148	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3192	2026-07-31	SH600027	-0.007694399585781714	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3135	2026-07-31	SZ002625	-0.007707083045106729	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
117	2026-07-31	SZ002241	-0.007710802368819714	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4218	2026-07-31	SZ000651	-0.007713639668694145	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3006	2026-07-31	SZ000338	-0.007722635669722577	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
538	2026-07-31	SH601456	-0.007734488230198622	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3202	2026-07-31	SH600009	-0.007753261668318406	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3780	2026-07-31	SH600674	-0.007756780039245182	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
816	2026-07-31	SH600115	-0.007776421494268558	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2484	2026-07-31	SZ300059	-0.0077813035166643205	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3315	2026-07-31	SZ000301	-0.0077982372374848065	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1157	2026-07-31	SH601816	-0.007805720437318087	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4436	2026-07-31	SH601600	-0.00782466289626932	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4654	2026-07-31	SH600489	-0.00785759698274033	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1685	2026-07-31	SH600309	-0.007864231243729591	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2667	2026-07-31	SH601012	-0.007882661643435243	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
310	2026-07-31	SZ000166	-0.007884296588599682	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1669	2026-07-31	SH600893	-0.007908603176474571	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2645	2026-07-31	SH601898	-0.007920571306799983	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1437	2026-07-31	SH601600	-0.007944852113723755	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2900	2026-07-31	SH600011	-0.007962766090026739	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1777	2026-07-31	SH600926	-0.007968613877892494	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2622	2026-07-31	SH600048	-0.007968807770232941	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4152	2026-07-31	SH601868	-0.007970622915716923	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1517	2026-07-31	SZ000651	-0.008040781132876873	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4707	2026-07-31	SH600219	-0.00806890417530445	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3013	2026-07-31	SZ000002	-0.008079402344678471	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2636	2026-07-31	SH601600	-0.008092211823648863	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4449	2026-07-31	SH601877	-0.008098693502226792	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1778	2026-07-31	SH601077	-0.008168864995241165	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3128	2026-07-31	SZ002353	-0.008176917977299069	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1559	2026-07-31	SH688303	-0.008201571181416512	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1595	2026-07-31	SZ301236	-0.008267880417406559	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2004	2026-07-31	SH600900	-0.008289341814815998	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1588	2026-07-31	SZ300014	-0.008347910828888416	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2930	2026-07-31	SH601658	-0.008375544053971482	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1783	2026-07-31	SH601319	-0.008416039869189262	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1094	2026-07-31	SH600026	-0.00843026302754879	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2675	2026-07-31	SH600930	-0.008434186801464889	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
700	2026-07-31	SZ300832	-0.00845923389720233	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3255	2026-07-31	SH601818	-0.008465578537893332	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1233	2026-07-31	SZ000708	-0.008467592298984528	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
17	2026-07-31	SZ000651	-0.008531464263796806	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
536	2026-07-31	SH601601	-0.008534318767488003	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
468	2026-07-31	SH600585	-0.008551736362278461	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2521	2026-07-31	SZ002142	-0.008622161573139303	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4698	2026-07-31	SH600016	-0.00864483970594959	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2800	2026-07-31	SZ300803	-0.008648367784079389	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2615	2026-07-31	SH600115	-0.008674570527483308	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1323	2026-07-31	SZ002074	-0.008677815087139606	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
877	2026-07-31	SH600926	-0.008687302677804227	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3645	2026-07-31	SH603296	-0.008702482125168469	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2275	2026-07-31	SH600803	-0.008712977170944214	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4352	2026-07-31	SH600519	-0.008716972591294293	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1623	2026-07-31	SZ002074	-0.008728455752134323	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3577	2026-07-31	SH600919	-0.008751297771184366	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
654	2026-07-31	SZ001391	-0.008793536487218936	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1705	2026-07-31	SH600048	-0.008801484480500221	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2903	2026-07-31	SH600036	-0.008805192437198331	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1483	2026-07-31	SH601319	-0.00881488062441349	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2233	2026-07-31	SZ002714	-0.00885770469903946	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3697	2026-07-31	SZ300999	-0.008892189929508333	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1108	2026-07-31	SH600219	-0.008904379792511463	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2270	2026-07-31	SH600887	-0.008906060829758644	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2254	2026-07-31	SH600515	-0.008924503810703754	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3488	2026-07-31	SH600031	-0.008930882529394264	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3296	2026-07-31	SH601111	-0.008936772952932773	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
831	2026-07-31	SH601658	-0.009004601238837324	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3313	2026-07-31	SZ000002	-0.00906580273066747	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2832	2026-07-31	SZ002714	-0.009086138619496165	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2564	2026-07-31	SH600346	-0.009107325704038355	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3837	2026-07-31	SH601600	-0.009122716385507301	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3525	2026-07-31	SH600918	-0.009198744647711041	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1702	2026-07-31	SH600010	-0.009227481670677662	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2324	2026-07-31	SH600905	-0.009247909300029278	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2406	2026-07-31	SZ000338	-0.009271940869931607	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4715	2026-07-31	SH600115	-0.009276355212339792	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1398	2026-07-31	SH600018	-0.009330026805400848	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1099	2026-07-31	SH600016	-0.009334595873951912	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4759	2026-07-31	SH601800	-0.009439619648014104	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2522	2026-07-31	SZ002074	-0.009440258022904177	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4595	2026-07-31	SZ301236	-0.009448194556997781	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2415	2026-07-31	SZ000301	-0.009474949637947306	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4726	2026-07-31	SH601698	-0.009477414581535136	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2588	2026-07-31	SH600031	-0.009496103518262423	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3245	2026-07-31	SH601898	-0.00950560102466624	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3160	2026-07-31	SH600415	-0.009525995233665534	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2942	2026-07-31	SH601728	-0.009539013707735293	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3358	2026-07-31	SH688303	-0.0095620977339787	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1337	2026-07-31	SZ002602	-0.00957303587347269	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4637	2026-07-31	SZ002602	-0.009584316093452921	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
196	2026-07-31	SH600023	-0.009584740735590458	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3097	2026-07-31	SZ300896	-0.009600977620711468	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1794	2026-07-31	SH601136	-0.00962402205914259	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3651	2026-07-31	SH601995	-0.00965068160329431	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2513	2026-07-31	SZ002352	-0.009655240573147978	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4354	2026-07-31	SH600489	-0.009678038682229792	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4251	2026-07-31	SH601988	-0.009711213329973451	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
754	2026-07-31	SH600515	-0.009728245490265387	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2541	2026-07-31	SZ002493	-0.009736946301147877	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1329	2026-07-31	SZ001979	-0.00976159330457449	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3470	2026-07-31	SH600886	-0.009769438249735396	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2506	2026-07-31	SZ300498	-0.00979093549764846	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
556	2026-07-31	SH601818	-0.009837185963988304	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4706	2026-07-31	SH600050	-0.009884761730116765	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4440	2026-07-31	SH601618	-0.00991037654698446	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2924	2026-07-31	SH600900	-0.010005555367968261	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1341	2026-07-31	SZ002532	-0.010019492357969284	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2091	2026-07-31	SH601169	-0.010049385018646717	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1209	2026-07-31	SZ000301	-0.010081763379275799	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1784	2026-07-31	SH601318	-0.010105373337864876	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2941	2026-07-31	SH601727	-0.010137176695294754	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3776	2026-07-31	SH600795	-0.010195180411749384	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1336	2026-07-31	SZ002625	-0.010240726172924042	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2852	2026-07-31	SH600519	-0.010294686550421312	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3544	2026-07-31	SH601899	-0.010340818507523728	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2642	2026-07-31	SH601728	-0.010347211289294358	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4746	2026-07-31	SH601899	-0.01035020117889737	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2426	2026-07-31	SZ000858	-0.010396816881046485	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1104	2026-07-31	SH600900	-0.010417351499199867	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1198	2026-07-31	SH600009	-0.010436616716588845	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1254	2026-07-31	SZ001391	-0.010443659499287605	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3515	2026-07-31	SH600115	-0.010449046303725153	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1228	2026-07-31	SZ000807	-0.010451134294271469	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3804	2026-07-31	SH600900	-0.01049414020879957	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
926	2026-07-31	SZ000895	-0.010497672483325005	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2919	2026-07-31	SH600085	-0.010514797968650067	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1725	2026-07-31	SH600919	-0.010526614263653755	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3475	2026-07-31	SH600795	-0.010538416215324191	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3596	2026-07-31	SH601111	-0.010541136480668381	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3901	2026-07-31	SZ000617	-0.010547344460106859	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3242	2026-07-31	SH601728	-0.010563916287204413	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1369	2026-07-31	SH600893	-0.01059720292687416	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4741	2026-07-31	SH601727	-0.010602786310680892	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1391	2026-07-31	SH600029	-0.010612315498292446	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1511	2026-07-31	SZ000157	-0.01063886471092701	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1384	2026-07-31	SH600346	-0.010651599615812302	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2293	2026-07-31	SH600027	-0.01069711148738861	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1788	2026-07-31	SH601225	-0.010734988376498222	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3436	2026-07-31	SZ002602	-0.010772254387637712	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
870	2026-07-31	SH601006	-0.010843104559666741	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1458	2026-07-31	SH601800	-0.01091304887086153	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1123	2026-07-31	SH601919	-0.01091737486422062	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2432	2026-07-31	SZ000708	-0.010927208464247487	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2360	2026-07-31	SH601377	-0.010981833562254906	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4099	2026-07-31	SH600016	-0.010991125092849694	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
805	2026-07-31	SH600048	-0.010999721368973227	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4506	2026-07-31	SZ000408	-0.011022003124360788	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4781	2026-07-31	SH601077	-0.01102573622670039	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2372	2026-07-31	SH600989	-0.011036176234483719	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
351	2026-07-31	SH601995	-0.011038023978471756	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2560	2026-07-31	SH600415	-0.01104800035250605	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1728	2026-07-31	SH601688	-0.011049027554690838	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3023	2026-07-31	SZ000963	-0.01106561985327652	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3900	2026-07-31	SH600009	-0.01110073708299764	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1376	2026-07-31	SH600795	-0.011118430644273758	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
633	2026-07-31	SZ000708	-0.011128731491221316	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1029	2026-07-31	SZ001979	-0.011129634454846382	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1498	2026-07-31	SH600009	-0.011136331595480442	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3075	2026-07-31	SZ001979	-0.01115719278353667	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2935	2026-07-31	SH601601	-0.011261563505101817	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1666	2026-07-31	SH600570	-0.011273277923464775	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3793	2026-07-31	SH600027	-0.011273372418709519	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
306	2026-07-31	SZ000408	-0.011290820315480232	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3751	2026-07-31	SH600547	-0.01132264777591963	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2447	2026-07-31	SH603259	-0.011324977125490096	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1637	2026-07-31	SZ002602	-0.011326772160828114	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1356	2026-07-31	SH600482	-0.011328134685754776	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4496	2026-07-31	SH601111	-0.011344579110174367	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3726	2026-07-31	SZ002028	-0.01135000592408926	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
768	2026-07-31	SH600585	-0.011365330534262943	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1810	2026-07-31	SZ000166	-0.011404432356357574	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2557	2026-07-31	SH600547	-0.011410329789760533	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1528	2026-07-31	SZ000807	-0.011435016989707947	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4683	2026-07-31	SH600585	-0.011460929664192467	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1590	2026-07-31	SZ300124	-0.011495190672576427	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4399	2026-07-31	SH600015	-0.011502887246693705	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4583	2026-07-31	SZ300251	-0.011532995088428265	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
791	2026-07-31	SH600029	-0.011633880699059775	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4586	2026-07-31	SZ300033	-0.011638915493037147	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2696	2026-07-31	SH601111	-0.011677217361843989	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4294	2026-07-31	SZ301236	-0.011697553665854394	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1826	2026-07-31	SZ000895	-0.011702725663781166	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2554	2026-07-31	SH600489	-0.011705417405150154	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3385	2026-07-31	SZ300033	-0.011708817660910304	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2558	2026-07-31	SH600438	-0.011733787187262314	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1993	2026-07-31	SH600027	-0.011796824634075165	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4375	2026-07-31	SH600795	-0.011809287633190405	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3418	2026-07-31	SZ002230	-0.011826359737886566	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2413	2026-07-31	SZ000002	-0.011840565297042143	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3381	2026-07-31	SZ300251	-0.011959910214840143	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3348	2026-07-31	SH603019	-0.011965058951417551	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1262	2026-07-31	SH688223	-0.012016236782073975	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1135	2026-07-31	SH601607	-0.01205541007220745	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1401	2026-07-31	SH600011	-0.012102603912353516	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1844	2026-07-31	SH603369	-0.012105068191885948	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4598	2026-07-31	SZ300896	-0.012152054817722522	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2982	2026-07-31	SH601319	-0.012159147999085011	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1989	2026-07-31	SH600031	-0.012195711024105549	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2336	2026-07-31	SH601601	-0.012199867516756058	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1347	2026-07-31	SZ002415	-0.012287468649446964	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
200	2026-07-31	SH600015	-0.01232948713004589	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4301	2026-07-31	SZ300760	-0.012337069806116294	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3452	2026-07-31	SH600519	-0.012339643801801666	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
785	2026-07-31	SH600309	-0.012356062258551246	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4379	2026-07-31	SH600674	-0.012379427693573876	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1700	2026-07-31	SH600015	-0.012387623079121113	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3741	2026-07-31	SZ002532	-0.012438724133604055	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4295	2026-07-31	SZ301165	-0.012485769555989637	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4	2026-07-31	SZ000538	-0.012616565451025963	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1997	2026-07-31	SH600019	-0.012618543580174446	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3718	2026-07-31	SZ002236	-0.012686937479299424	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
223	2026-07-31	SH601919	-0.0127029400318861	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1365	2026-07-31	SH600438	-0.01272883452475071	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2553	2026-07-31	SH600515	-0.012743099383274947	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4797	2026-07-31	SH601111	-0.01275705679955572	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2715	2026-07-31	SZ000301	-0.012782843723642044	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2969	2026-07-31	SH601006	-0.012804437917056545	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1177	2026-07-31	SH600926	-0.012850027531385422	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3888	2026-07-31	SH601225	-0.01288811141286491	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4093	2026-07-31	SH600027	-0.012940367706514383	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3085	2026-07-31	SZ300033	-0.012957882296789774	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4179	2026-07-31	SH600918	-0.012959864600611076	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1140	2026-07-31	SH601628	-0.012984484434127808	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4341	2026-07-31	SZ002493	-0.012996520562731756	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4398	2026-07-31	SH600016	-0.013004930933147108	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3785	2026-07-31	SH600309	-0.013019231999217997	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3269	2026-07-31	SH601006	-0.013019872753844221	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2240	2026-07-31	SZ002558	-0.013043017126619816	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4313	2026-07-31	SZ002352	-0.013119697496801011	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1432	2026-07-31	SH601727	-0.013130300678312778	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2888	2026-07-31	SH600031	-0.013133190708462026	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1722	2026-07-31	SH600050	-0.01317951176315546	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
707	2026-07-31	SZ300498	-0.01319141867481094	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
788	2026-07-31	SH600036	-0.013221575625844226	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1868	2026-07-31	SH688047	-0.01330491155385971	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2625	2026-07-31	SH600918	-0.013306245581814079	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4054	2026-07-31	SH600515	-0.01343525847985277	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3540	2026-07-31	SH601618	-0.013449739427192745	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2518	2026-07-31	SZ002230	-0.01352824890562565	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2425	2026-07-31	SZ000895	-0.013531774782512988	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2175	2026-07-31	SZ002001	-0.013551697134971619	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2841	2026-07-31	SZ002493	-0.013591995955353046	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3463	2026-07-31	SH600362	-0.013605640673785427	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3714	2026-07-31	SZ002352	-0.013609315501444775	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3566	2026-07-31	SH601018	-0.013615314228351078	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
996	2026-07-31	SZ301165	-0.0136325154453516	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1289	2026-07-31	SZ003816	-0.013652164489030838	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
946	2026-07-31	SH603288	-0.013658449985086918	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
862	2026-07-31	SH601336	-0.013664682939487902	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4109	2026-07-31	SH600196	-0.013669854078200481	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3402	2026-07-31	SZ300750	-0.013679708476666998	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1769	2026-07-31	SH601009	-0.013804024085402489	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2035	2026-07-31	SH601607	-0.013818854466080666	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2094	2026-07-31	SH601136	-0.013901116326451302	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2286	2026-07-31	SH600276	-0.01393874641507864	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3513	2026-07-31	SH600150	-0.013957610724094746	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1445	2026-07-31	SH601899	-0.013966655358672142	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3789	2026-07-31	SH600031	-0.013981025626379154	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4727	2026-07-31	SH601689	-0.014001353151655512	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3326	2026-07-31	SZ000858	-0.01400670974481626	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2631	2026-07-31	SH601633	-0.014007863222968226	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1408	2026-07-31	SH600219	-0.014017443172633648	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
608	2026-07-31	SZ000338	-0.014047898440377092	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2454	2026-07-31	SZ001280	-0.014056798853304605	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4772	2026-07-31	SH600989	-0.014072510822480443	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3206	2026-07-31	SH600050	-0.014114937131806591	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1516	2026-07-31	SZ000630	-0.014144157990813255	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1050	2026-07-31	SH601916	-0.01415838859975338	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3542	2026-07-31	SH601728	-0.014158428184653587	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
616	2026-07-31	SZ000630	-0.014168566335458968	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1716	2026-07-31	SH600115	-0.014178143814206123	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2618	2026-07-31	SH600089	-0.014183270294978434	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4559	2026-07-31	SH688303	-0.014211778499917976	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4787	2026-07-31	SH601229	-0.014224002611693008	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4420	2026-07-31	SH600066	-0.014254864059770127	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
575	2026-07-31	SH600938	-0.014292853884398937	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2110	2026-07-31	SZ000166	-0.014322561211884022	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3951	2026-07-31	SH601995	-0.014376925067522407	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4775	2026-07-31	SH600938	-0.01440549986481062	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4123	2026-07-31	SH601919	-0.014409900976940535	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3252	2026-07-31	SH601857	-0.014427518622062756	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4723	2026-07-31	SH600900	-0.014440190401197232	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3003	2026-07-31	SZ000538	-0.014465653641667162	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
532	2026-07-31	SH601727	-0.014490284025669098	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
551	2026-07-31	SH601872	-0.014507526531815529	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1409	2026-07-31	SH600196	-0.014536293223500252	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4204	2026-07-31	SZ000425	-0.014562770458174508	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1100	2026-07-31	SH600015	-0.014603789895772934	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4476	2026-07-31	SH600926	-0.01468447818919941	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4194	2026-07-31	SH601136	-0.014693571144721446	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1772	2026-07-31	SH600989	-0.014694947749376297	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4422	2026-07-31	SH600048	-0.01471139767392211	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3200	2026-07-31	SH600011	-0.01471475369236908	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4530	2026-07-31	SZ000776	-0.014731893178042601	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
256	2026-07-31	SH601818	-0.014755637384951115	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4718	2026-07-31	SH600089	-0.014773287743314174	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2883	2026-07-31	SH600585	-0.014788939445481708	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4672	2026-07-31	SH600845	-0.014794131319442105	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2653	2026-07-31	SH601838	-0.014824115408668999	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2276	2026-07-31	SH600795	-0.014855707064270973	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3599	2026-07-31	SZ302132	-0.01493439899714233	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1156	2026-07-31	SH601818	-0.014942880719900131	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2536	2026-07-31	SZ002602	-0.014986439810039436	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1419	2026-07-31	SH600089	-0.014996505342423916	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3153	2026-07-31	SH600515	-0.015016149976200512	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
450	2026-07-31	SH601916	-0.015031589195132256	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2613	2026-07-31	SH600150	-0.015043639981084532	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4000	2026-07-31	SZ300832	-0.015045612033619326	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1680	2026-07-31	SH600674	-0.015048638917505741	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2404	2026-07-31	SZ000425	-0.01511458644365527	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3614	2026-07-31	SZ000002	-0.015120115189778625	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1671	2026-07-31	SH600886	-0.015131141059100628	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3032	2026-07-31	SZ000708	-0.015174578160351046	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1373	2026-07-31	SH600845	-0.01521206833422184	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1314	2026-07-31	SZ002352	-0.015217316336929798	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
440	2026-07-31	SZ002558	-0.015239812433719635	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2823	2026-07-31	SZ002050	-0.015271693347908838	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3933	2026-07-31	SZ000708	-0.01530722030035598	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3586	2026-07-31	SH601229	-0.015335422439222427	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4551	2026-07-31	SH601995	-0.015368762708044575	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4688	2026-07-31	SH600031	-0.015442152066817013	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2405	2026-07-31	SZ000408	-0.015472452518122834	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3386	2026-07-31	SZ300015	-0.01552858824814506	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3794	2026-07-31	SH600026	-0.015550139525442453	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
778	2026-07-31	SH600741	-0.015551442541087774	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2971	2026-07-31	SH600989	-0.015585421041935782	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
164	2026-07-31	SH600362	-0.015599183738231659	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1693	2026-07-31	SH600027	-0.01564871333539486	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1393	2026-07-31	SH600027	-0.01569884829223156	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2502	2026-07-31	SZ300750	-0.015707861106034404	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
541	2026-07-31	SH601728	-0.015742409974336624	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2666	2026-07-31	SH601018	-0.01574761900739645	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2639	2026-07-31	SH601390	-0.01578490480139819	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2620	2026-07-31	SH600066	-0.015788097678077692	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3506	2026-07-31	SH600050	-0.015796768879725556	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3406	2026-07-31	SZ300498	-0.01583970065617515	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2689	2026-07-31	SH601186	-0.015845172494855255	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
923	2026-07-31	SZ000975	-0.015848534181714058	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
802	2026-07-31	SH600010	-0.015878260839631644	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3375	2026-07-31	SZ001979	-0.01591573760015363	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3453	2026-07-31	SH600515	-0.01592455803541649	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2644	2026-07-31	SH601899	-0.015972717219321027	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3208	2026-07-31	SH600196	-0.01599391185108895	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2306	2026-07-31	SH600061	-0.015997547656297684	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4392	2026-07-31	SH600027	-0.016011904380331336	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4525	2026-07-31	SZ000938	-0.01602669371043192	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4444	2026-07-31	SH601899	-0.01604623228503299	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3756	2026-07-31	SH600482	-0.016103231048419278	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2486	2026-07-31	SZ300015	-0.01614848734977355	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
26	2026-07-31	SZ000895	-0.016168570145964622	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4213	2026-07-31	SZ000002	-0.016170200165474775	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
500	2026-07-31	SH600015	-0.01617514155805111	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4282	2026-07-31	SZ300413	-0.016222506933460033	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
204	2026-07-31	SH600900	-0.016225436702370644	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1719	2026-07-31	SH600089	-0.01628176122903824	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1469	2026-07-31	SH601009	-0.016313660889863968	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
793	2026-07-31	SH600027	-0.01634495155413602	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1557	2026-07-31	SH688472	-0.016350289806723595	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2475	2026-07-31	SZ001979	-0.016390375635528094	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1224	2026-07-31	SZ000963	-0.01642470434308052	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2690	2026-07-31	SH601169	-0.01642613292054934	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4254	2026-07-31	SZ001280	-0.01644715292222748	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
568	2026-07-31	SH601012	-0.016455547884106636	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2640	2026-07-31	SH601618	-0.016468188287904542	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3855	2026-07-31	SH601825	-0.016484535746527727	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
833	2026-07-31	SH601633	-0.016500692939162467	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1149	2026-07-31	SH601878	-0.016550153493881226	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1709	2026-07-31	SH600196	-0.016564790159463882	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1792	2026-07-31	SH601166	-0.016597481444478035	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4165	2026-07-31	SH601058	-0.01663523956744872	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1455	2026-07-31	SH601825	-0.01665090024471283	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1205	2026-07-31	SZ000425	-0.016658581793308258	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3435	2026-07-31	SZ002625	-0.016706567552653744	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
889	2026-07-31	SH601211	-0.016721020754142314	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3822	2026-07-31	SH600050	-0.01678972610178767	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
864	2026-07-31	SH601059	-0.016800525011387617	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4140	2026-07-31	SH601628	-0.016880122084619448	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1361	2026-07-31	SH600415	-0.016888979822397232	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1492	2026-07-31	SH601166	-0.01689424365758896	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3662	2026-07-31	SH688223	-0.016983192829120874	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3118	2026-07-31	SZ002230	-0.01705288041641503	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3086	2026-07-31	SZ300015	-0.017059266566466672	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3944	2026-07-31	SH603369	-0.017065316670993796	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
910	2026-07-31	SZ000166	-0.017093151807785034	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3835	2026-07-31	SH601607	-0.017102660727036922	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3277	2026-07-31	SH600919	-0.017123421148462027	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4679	2026-07-31	SH600674	-0.017132919273968972	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3454	2026-07-31	SH600489	-0.01714641810066828	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
850	2026-07-31	SH601877	-0.017157574902660903	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2606	2026-07-31	SH600050	-0.017181872858707876	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3497	2026-07-31	SH600018	-0.017195192494781384	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3850	2026-07-31	SH601877	-0.017199755714985877	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4799	2026-07-31	SZ302132	-0.01721508428454399	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
643	2026-07-31	SH603392	-0.01721666738399338	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
75	2026-07-31	SZ002001	-0.017219308763742447	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4364	2026-07-31	SH600346	-0.017233794905172895	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2453	2026-07-31	SH603993	-0.01724728511785676	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2028	2026-07-31	SH601688	-0.01728598214685917	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3571	2026-07-31	SH600989	-0.017316176860494307	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2043	2026-07-31	SH601788	-0.017326025292277336	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3291	2026-07-31	SH601166	-0.01732675848815011	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2517	2026-07-31	SZ002236	-0.01732707287384788	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4543	2026-07-31	SH603392	-0.01733832284725036	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4516	2026-07-31	SZ000630	-0.017350899812190835	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1781	2026-07-31	SH601111	-0.01737336814403534	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3520	2026-07-31	SH600066	-0.017376039496206294	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3564	2026-07-31	SH601058	-0.017393529613918064	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3004	2026-07-31	SZ000425	-0.017405777670542955	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
129	2026-07-31	SZ001979	-0.01740715280175209	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1150	2026-07-31	SH601877	-0.017417460680007935	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1119	2026-07-31	SH600089	-0.01744353026151657	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1168	2026-07-31	SH601012	-0.017503254115581512	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2729	2026-07-31	SZ000776	-0.01750764420287776	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
765	2026-07-31	SH600438	-0.0175114413652305	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2664	2026-07-31	SH601058	-0.017514298467660856	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3274	2026-07-31	SH600938	-0.017524257845573925	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4353	2026-07-31	SH600515	-0.017527568992372306	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
930	2026-07-31	SZ000776	-0.017574673518538475	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
896	2026-07-31	SH601117	-0.017574963642758453	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2705	2026-07-31	SZ000408	-0.017593086894905807	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1782	2026-07-31	SH601328	-0.017614345997571945	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1459	2026-07-31	SH601390	-0.017660118639469147	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
195	2026-07-31	SH600025	-0.01767478697001934	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2497	2026-07-31	SZ300896	-0.017684759347022433	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3539	2026-07-31	SH601390	-0.01769061336460257	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
304	2026-07-31	SZ000538	-0.017690900713205338	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4708	2026-07-31	SH600196	-0.01771480946720198	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3029	2026-07-31	SZ000776	-0.017781369911161037	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2458	2026-07-31	SH688303	-0.01784930267371027	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1	2026-07-31	SZ000617	-0.01786521077156067	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4589	2026-07-31	SZ003816	-0.017875765568582048	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4284	2026-07-31	SZ300059	-0.01790053502205472	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4390	2026-07-31	SH600029	-0.01790409175542635	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3802	2026-07-31	SH600010	-0.01793341409731114	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1524	2026-07-31	SZ000963	-0.01797262765467167	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2535	2026-07-31	SZ002625	-0.01798005453664506	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2956	2026-07-31	SH601816	-0.017989806532733837	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2858	2026-07-31	SH600438	-0.017998209182756932	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2655	2026-07-31	SH601818	-0.018045141791575244	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4286	2026-07-31	SZ300015	-0.018047318248332868	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1285	2026-07-31	SZ300059	-0.01805625483393669	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4043	2026-07-31	SZ002475	-0.018066872467397275	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3796	2026-07-31	SH600023	-0.018104074645456467	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1701	2026-07-31	SH600011	-0.018128033727407455	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
489	2026-07-31	SH600031	-0.01816950924694538	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4517	2026-07-31	SZ000651	-0.018174543556269112	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
461	2026-07-31	SH600415	-0.018183542415499687	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1216	2026-07-31	SZ000630	-0.018200762569904327	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2707	2026-07-31	SZ000617	-0.01822513250316165	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4178	2026-07-31	SH601077	-0.018242404602861504	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1865	2026-07-31	SH688111	-0.018270861357450485	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4384	2026-07-31	SH600309	-0.018271762933741185	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2033	2026-07-31	SH601633	-0.018287435173988342	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3795	2026-07-31	SH600025	-0.018291792874159125	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4643	2026-07-31	SZ002475	-0.018314738604503583	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2949	2026-07-31	SH601877	-0.018354966839280205	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2967	2026-07-31	SH601012	-0.018399265493393487	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4584	2026-07-31	SZ300122	-0.018400382913141815	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3397	2026-07-31	SZ300896	-0.01841420819210435	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3553	2026-07-31	SH601838	-0.018461022233405174	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1629	2026-07-31	SZ001979	-0.018479183316230774	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2538	2026-07-31	SZ002594	-0.01852001017079668	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2674	2026-07-31	SH600938	-0.01854923042650592	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2671	2026-07-31	SH600989	-0.0185680527861167	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3531	2026-07-31	SH601633	-0.01856856435097348	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
298	2026-07-31	SH600009	-0.018577421084046364	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2540	2026-07-31	SZ002532	-0.018588612820178416	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4084	2026-07-31	SH600346	-0.018592346746787843	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2681	2026-07-31	SH601100	-0.018617272366168617	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2278	2026-07-31	SH600741	-0.018639784306287766	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4552	2026-07-31	SH601988	-0.018644881643368968	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2821	2026-07-31	SZ002142	-0.018686683108834406	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1759	2026-07-31	SH601390	-0.01869397610425949	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2898	2026-07-31	SH600016	-0.018706852891325572	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1602	2026-07-31	SZ300760	-0.018714072182774544	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
685	2026-07-31	SZ300059	-0.01872618714551716	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2933	2026-07-31	SH601628	-0.018809542268283744	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2527	2026-07-31	SZ002001	-0.018818850508282824	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4700	2026-07-31	SH600011	-0.018831216608715746	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2514	2026-07-31	SZ002311	-0.018832616736154606	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4653	2026-07-31	SH600515	-0.01884492478077774	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2485	2026-07-31	SZ300033	-0.01884900388172449	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2654	2026-07-31	SH601825	-0.0188775208091147	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2595	2026-07-31	SH600023	-0.018878873742958366	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4719	2026-07-31	SH600085	-0.018889954316311425	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4226	2026-07-31	SZ000858	-0.0189283245262286	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1395	2026-07-31	SH600025	-0.019001247361302376	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4509	2026-07-31	SZ000301	-0.019002816799467033	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
155	2026-07-31	SH600489	-0.019067302346229553	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1434	2026-07-31	SH601618	-0.019082115963101387	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4548	2026-07-31	SH603259	-0.01908742352899788	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1801	2026-07-31	SZ000617	-0.019088171422481537	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
469	2026-07-31	SH600893	-0.019105328246951103	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4335	2026-07-31	SZ002625	-0.019128606059717	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
153	2026-07-31	SH600519	-0.019166532903909683	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1969	2026-07-31	SH600893	-0.019184932112693787	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3220	2026-07-31	SH600066	-0.019191524143492743	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
465	2026-07-31	SH600438	-0.019204966723918915	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3015	2026-07-31	SZ000301	-0.01924058111077202	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2936	2026-07-31	SH601600	-0.019240968578471365	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1351	2026-07-31	SH600547	-0.019241858273744583	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3218	2026-07-31	SH600089	-0.019351828099493498	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1267	2026-07-31	SH688072	-0.019369464367628098	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4145	2026-07-31	SH601899	-0.019390426841058368	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4762	2026-07-31	SH601360	-0.019439610833559332	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
824	2026-07-31	SH600905	-0.01946019422792169	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1162	2026-07-31	SH601336	-0.019463341683149338	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1275	2026-07-31	SZ002001	-0.019471479579806328	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2563	2026-07-31	SH600362	-0.019504631688625814	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
736	2026-07-31	SZ002625	-0.019508674863242818	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4468	2026-07-31	SH601009	-0.019545259851754336	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2031	2026-07-31	SH601658	-0.019598418846726418	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
507	2026-07-31	SH600221	-0.019610993564128876	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1019	2026-07-31	SZ002230	-0.019649703055620193	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2482	2026-07-31	SZ300413	-0.019727749641700938	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2974	2026-07-31	SH600938	-0.019879340479571527	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3832	2026-07-31	SH601727	-0.01989582239712499	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2197	2026-07-31	SZ300999	-0.01991615630686283	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2597	2026-07-31	SH600018	-0.019943396248084992	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
916	2026-07-31	SZ000630	-0.019975993782281876	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4314	2026-07-31	SZ002311	-0.019989070695490344	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3429	2026-07-31	SZ001965	-0.02000170814571946	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3225	2026-07-31	SH600918	-0.020080685386866037	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1509	2026-07-31	SZ000301	-0.020115474238991737	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3652	2026-07-31	SH601988	-0.02014899657627608	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3552	2026-07-31	SH601857	-0.020163277865286485	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
682	2026-07-31	SZ300418	-0.020168679822303894	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
846	2026-07-31	SH601898	-0.020186372105656703	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3428	2026-07-31	SZ002353	-0.020206968463113244	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
801	2026-07-31	SH600011	-0.020241977721480037	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
263	2026-07-31	SH601066	-0.02025884948670864	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3574	2026-07-31	SH600938	-0.02026075195459556	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4713	2026-07-31	SH600150	-0.020268325431509207	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
521	2026-07-31	SH600066	-0.020287349820137024	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4616	2026-07-31	SZ002304	-0.02030974506869503	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3347	2026-07-31	SH603259	-0.0203199338325398	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
142	2026-07-31	SZ002493	-0.02032490260899067	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4348	2026-07-31	SZ301269	-0.020333034026376515	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4197	2026-07-31	SH601100	-0.020355029495940796	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2680	2026-07-31	SH601077	-0.020377729737278166	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
634	2026-07-31	SZ000001	-0.020401632198379094	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
854	2026-07-31	SH601838	-0.020426676922761417	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4183	2026-07-31	SH601319	-0.02046261549828335	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4404	2026-07-31	SH600893	-0.02046453445168668	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2366	2026-07-31	SH601021	-0.020518438890576363	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3915	2026-07-31	SZ000333	-0.020537915586939934	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2817	2026-07-31	SZ002236	-0.02055572535979064	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4017	2026-07-31	SZ002241	-0.02057987234128547	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4151	2026-07-31	SH601872	-0.020614811842805406	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1668	2026-07-31	SH600585	-0.020623259246349335	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2268	2026-07-31	SH600585	-0.020634178072214127	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4358	2026-07-31	SH600438	-0.02073224792679382	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1230	2026-07-31	SZ000776	-0.02074424736201763	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3899	2026-07-31	SZ302132	-0.02077414993919645	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2000	2026-07-31	SH600015	-0.020801018923521042	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1257	2026-07-31	SH688472	-0.020818643271923065	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4603	2026-07-31	SZ300750	-0.02083501261994713	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3556	2026-07-31	SH601816	-0.020837080140992493	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
718	2026-07-31	SZ002236	-0.020842707095218314	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
626	2026-07-31	SZ000895	-0.02091912086224013	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3723	2026-07-31	SZ002074	-0.0209241873478543	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4413	2026-07-31	SH600150	-0.0209589499666301	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1136	2026-07-31	SH601601	-0.0209636427462101	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2120	2026-07-31	SZ000999	-0.020965922623872757	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
44	2026-07-31	SH603369	-0.0209939107298851	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2718	2026-07-31	SZ000651	-0.02099904992070699	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2630	2026-07-31	SH601658	-0.021010828357788128	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
938	2026-07-31	SH603993	-0.021018102765083313	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
719	2026-07-31	SZ002230	-0.021082361021491525	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
300	2026-07-31	SH600009	-0.02114395797252655	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4757	2026-07-31	SH601818	-0.02115449870540643	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2451	2026-07-31	SH601988	-0.02117862978603899	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3117	2026-07-31	SZ002236	-0.021193533050627437	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
917	2026-07-31	SZ000651	-0.021281853318214417	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3239	2026-07-31	SH601390	-0.02128647804095981	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3194	2026-07-31	SH600025	-0.021312726352453792	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3846	2026-07-31	SH601898	-0.021327113107407526	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2049	2026-07-31	SH601878	-0.021332643926143646	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3280	2026-07-31	SH601077	-0.021336726503730905	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3831	2026-07-31	SH601658	-0.021371771608345334	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2727	2026-07-31	SZ000807	-0.021379432375547916	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2130	2026-07-31	SZ000776	-0.021499954164028168	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3606	2026-07-31	SZ000408	-0.021582558386863328	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3555	2026-07-31	SH601818	-0.02160790866346313	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1797	2026-07-31	SH601100	-0.02166891284286976	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1385	2026-07-31	SH600309	-0.02168293669819832	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2624	2026-07-31	SH600900	-0.021724165131143856	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2775	2026-07-31	SZ001979	-0.02176271707043319	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1343	2026-07-31	SZ002475	-0.02176290564239025	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3353	2026-07-31	SH603993	-0.02188712403388408	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4533	2026-07-31	SZ000708	-0.021907738933910403	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2634	2026-07-31	SH601607	-0.02196956351825844	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2915	2026-07-31	SH600115	-0.022016811171821204	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
735	2026-07-31	SZ002648	-0.02202756925667167	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
775	2026-07-31	SH600803	-0.022040312628653292	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
76	2026-07-31	SZ300413	-0.022055471315979958	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
46	2026-07-31	SH603288	-0.022065049037337303	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2814	2026-07-31	SZ002311	-0.02210014363333272	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2483	2026-07-31	SZ300124	-0.02213414467742136	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4594	2026-07-31	SZ301269	-0.02215631373550512	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4538	2026-07-31	SH603993	-0.022173055236275198	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2344	2026-07-31	SH601901	-0.022264067083597183	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3193	2026-07-31	SH600026	-0.022311129874104836	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2504	2026-07-31	SZ300628	-0.0223495503542155	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2767	2026-07-31	SH688047	-0.02241715136878552	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
670	2026-07-31	SH688036	-0.022541388502540848	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1714	2026-07-31	SH600150	-0.022565893828868866	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3351	2026-07-31	SH601988	-0.0225741029144395	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3648	2026-07-31	SH603259	-0.022595762776021235	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
840	2026-07-31	SH601628	-0.022654388520737968	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2437	2026-07-31	SH688472	-0.02273693479501784	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2068	2026-07-31	SH601012	-0.022757140919566154	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2552	2026-07-31	SH600519	-0.02282993282474534	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
209	2026-07-31	SH600196	-0.022955073043704033	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2895	2026-07-31	SH600023	-0.02298671940197113	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
119	2026-07-31	SZ002230	-0.02298881486058235	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1053	2026-07-31	SH600519	-0.023101376369595528	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
249	2026-07-31	SH601878	-0.023154208436608315	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4088	2026-07-31	SH600036	-0.023188760061027033	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2284	2026-07-31	SH600346	-0.02318951115012169	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
261	2026-07-31	SH601360	-0.0231912974268198	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2922	2026-07-31	SH600048	-0.023246110457560813	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1047	2026-07-31	SZ002415	-0.023247309029102325	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2904	2026-07-31	SH600893	-0.023278741902979343	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3897	2026-07-31	SH601100	-0.02329066663665777	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1619	2026-07-31	SZ002230	-0.023307545110583305	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2879	2026-07-31	SH600674	-0.023312028272253912	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4096	2026-07-31	SH600023	-0.023313100417635232	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3094	2026-07-31	SZ301236	-0.0233653927000805	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3132	2026-07-31	SZ002714	-0.02339758046690504	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1399	2026-07-31	SH600016	-0.023405756801366806	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
43	2026-07-31	SH603392	-0.023417841643095016	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1479	2026-07-31	SH600918	-0.023449372500181198	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3689	2026-07-31	SZ003816	-0.023459222780784685	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
784	2026-07-31	SH600346	-0.023490969898519252	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
841	2026-07-31	SH601728	-0.02350956135262764	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4769	2026-07-31	SH601009	-0.023518292752383364	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3188	2026-07-31	SH600031	-0.02353663147109291	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
875	2026-07-31	SH600938	-0.023560174125247735	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4524	2026-07-31	SZ000963	-0.023572034056652633	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2788	2026-07-31	SZ003816	-0.0235917149384811	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
624	2026-07-31	SZ000963	-0.023639090369855165	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
545	2026-07-31	SH601899	-0.023639606311917305	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2285	2026-07-31	SH600309	-0.023642897605895996	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4317	2026-07-31	SZ002236	-0.023672689745672403	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3628	2026-07-31	SZ000807	-0.02376870194467026	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2481	2026-07-31	SZ300251	-0.02379885237992637	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3305	2026-07-31	SZ000408	-0.023811641934707247	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
116	2026-07-31	SZ002304	-0.023834144696593285	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4452	2026-07-31	SH601857	-0.023838280955122033	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
729	2026-07-31	SZ001979	-0.023838839693688593	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2687	2026-07-31	SH601225	-0.023847903428335385	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2005	2026-07-31	SH600048	-0.023889563977718353	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4607	2026-07-31	SZ300498	-0.023922848801827473	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1297	2026-07-31	SZ300999	-0.023926198482513428	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4456	2026-07-31	SH601816	-0.023977012481892632	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
236	2026-07-31	SH601601	-0.023985764011740685	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
823	2026-07-31	SH601919	-0.02403811238348849	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
277	2026-07-31	SH600926	-0.024053407832980156	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
881	2026-07-31	SH601111	-0.024088256552157006	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4309	2026-07-31	SZ002920	-0.024110133420166727	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1380	2026-07-31	SH600674	-0.02420487441122532	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3530	2026-07-31	SH601658	-0.02422230928094929	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3109	2026-07-31	SZ002920	-0.024373230300798833	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4072	2026-07-31	SH600875	-0.02443990685707525	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1731	2026-07-31	SH601658	-0.02446712926030159	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3626	2026-07-31	SZ000895	-0.024515653307694427	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3058	2026-07-31	SH688303	-0.024563520728625717	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1063	2026-07-31	SH600372	-0.024588892236351967	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2399	2026-07-31	SZ302132	-0.02459120716298491	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2980	2026-07-31	SH601077	-0.024595929552554456	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4774	2026-07-31	SH600941	-0.02459659964270925	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2057	2026-07-31	SH601816	-0.02465950883924961	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3799	2026-07-31	SH600016	-0.024681125522321365	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
597	2026-07-31	SH601100	-0.02468986064195633	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1128	2026-07-31	SH601688	-0.024715658277273178	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2488	2026-07-31	SZ003816	-0.02472951434654535	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3417	2026-07-31	SZ002236	-0.024737829956415346	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4491	2026-07-31	SH601166	-0.02474828878074989	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4460	2026-07-31	SH601360	-0.024789852674285056	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4217	2026-07-31	SZ000630	-0.024798369932916463	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3881	2026-07-31	SH601111	-0.024801582319247867	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3715	2026-07-31	SZ002311	-0.024826186673661047	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1214	2026-07-31	SZ000002	-0.024833302944898605	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4393	2026-07-31	SH600026	-0.024847070213638876	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
848	2026-07-31	SH601881	-0.02485210691868252	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
416	2026-07-31	SZ002304	-0.024900222197175026	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
606	2026-07-31	SZ000408	-0.024941567178050232	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4585	2026-07-31	SZ300059	-0.024943808214965023	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1250	2026-07-31	SH601998	-0.02503276988863945	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1095	2026-07-31	SH600025	-0.025035841390490532	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2290	2026-07-31	SH600030	-0.025036364793777466	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4629	2026-07-31	SZ001979	-0.025075844779053346	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3256	2026-07-31	SH601816	-0.025094202732212828	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3733	2026-07-31	SZ002714	-0.025128204147189973	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3213	2026-07-31	SH600150	-0.025128703752321582	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3809	2026-07-31	SH600196	-0.025133797884097486	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3816	2026-07-31	SH600115	-0.02517495956688389	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3761	2026-07-31	SH600415	-0.025229455442438938	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1333	2026-07-31	SZ002714	-0.025260377675294876	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3534	2026-07-31	SH601607	-0.025303453607381468	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1780	2026-07-31	SH601088	-0.025350427255034447	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1995	2026-07-31	SH600025	-0.025354988873004913	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2996	2026-07-31	SH601111	-0.02539194934673733	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1481	2026-07-31	SH601111	-0.025409836322069168	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
139	2026-07-31	SZ002594	-0.02544301748275757	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3106	2026-07-31	SZ300498	-0.025545675741270393	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
866	2026-07-31	SH601021	-0.025581083484005607	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4717	2026-07-31	SH600104	-0.025683707740042118	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3304	2026-07-31	SZ000425	-0.02574989364373011	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3276	2026-07-31	SH600926	-0.025750729011560718	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3127	2026-07-31	SZ002001	-0.025761896790575674	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4481	2026-07-31	SH601100	-0.025792198338302805	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3383	2026-07-31	SZ300124	-0.025799116715141596	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1533	2026-07-31	SZ000708	-0.02582317218184471	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1641	2026-07-31	SZ002532	-0.025834588333964348	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3769	2026-07-31	SH600893	-0.025852017644020973	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2853	2026-07-31	SH600515	-0.025899356065768507	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1799	2026-07-31	SH600000	-0.025918591767549515	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1917	2026-07-31	SZ002241	-0.025921180844306946	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1497	2026-07-31	SH601100	-0.025963211432099342	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
615	2026-07-31	SZ000333	-0.025985104233580903	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4610	2026-07-31	SZ002920	-0.025987568828906987	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2023	2026-07-31	SH601919	-0.02601770870387554	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
330	2026-07-31	SZ000776	-0.02603970468044281	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4748	2026-07-31	SH601888	-0.02609291449877385	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
900	2026-07-31	SH600009	-0.026142891496419907	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4001	2026-07-31	SZ300803	-0.02622408242449735	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3396	2026-07-31	SZ300999	-0.026257510626023123	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1172	2026-07-31	SH600989	-0.026259738951921463	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1420	2026-07-31	SH600085	-0.026268059387803078	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3154	2026-07-31	SH600489	-0.026375468544079652	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4170	2026-07-31	SH601006	-0.026385104173770588	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3841	2026-07-31	SH601728	-0.026393172767265768	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1227	2026-07-31	SZ000858	-0.02641962468624115	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4007	2026-07-31	SZ300498	-0.02643690729970265	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2579	2026-07-31	SH600674	-0.0265711684379936	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3857	2026-07-31	SH601816	-0.026577930204915987	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4736	2026-07-31	SH601601	-0.026588157432253255	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2490	2026-07-31	SZ300122	-0.026602906321853255	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3576	2026-07-31	SH600926	-0.026606614973031146	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1295	2026-07-31	SZ301236	-0.026709778234362602	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3082	2026-07-31	SZ300413	-0.02671702058443198	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4788	2026-07-31	SH601225	-0.02676669418559061	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2273	2026-07-31	SH600845	-0.02685517445206642	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1194	2026-07-31	SH601136	-0.026863522827625275	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2394	2026-07-31	SH601136	-0.026866765692830086	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2697	2026-07-31	SH601088	-0.026868999659349933	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3175	2026-07-31	SH600795	-0.02690383418155904	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
601	2026-07-31	SZ000617	-0.026910777743549125	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2633	2026-07-31	SH601628	-0.026959123613372722	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1096	2026-07-31	SH600023	-0.02703525498509407	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3199	2026-07-31	SH600015	-0.02706054938181066	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
346	2026-07-31	SH603288	-0.027088822796940804	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3801	2026-07-31	SH600011	-0.027115969055570056	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2931	2026-07-31	SH601633	-0.02714900582547768	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1016	2026-07-31	SZ002304	-0.027149416506290436	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1414	2026-07-31	SH600150	-0.027175258845090866	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4446	2026-07-31	SH601888	-0.027185926040411403	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
909	2026-07-31	SZ000301	-0.02722853422164917	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2863	2026-07-31	SH600362	-0.027274757862144228	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3646	2026-07-31	SH603288	-0.027353758623580287	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
453	2026-07-31	SH600519	-0.02737937495112419	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2594	2026-07-31	SH600025	-0.02741633750934072	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
115	2026-07-31	SZ002311	-0.02742808684706688	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3743	2026-07-31	SZ002475	-0.027433320434690274	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
795	2026-07-31	SH600025	-0.0274817836845204	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1089	2026-07-31	SH600031	-0.027527926489710808	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4150	2026-07-31	SH601877	-0.027530753581909685	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
7	2026-07-31	SZ000625	-0.02759576216340065	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3337	2026-07-31	SH688472	-0.027611691372797988	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3345	2026-07-31	SH603288	-0.02762979669469952	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1197	2026-07-31	SH601100	-0.027675602585077286	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
205	2026-07-31	SH600048	-0.027690568938851357	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2656	2026-07-31	SH601816	-0.027695869717873974	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1400	2026-07-31	SH600015	-0.027752399444580078	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
463	2026-07-31	SH600372	-0.02778915874660015	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1980	2026-07-31	SH600674	-0.027834178879857063	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1206	2026-07-31	SZ000408	-0.027834683656692505	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
163	2026-07-31	SH600372	-0.02786051109433174	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3045	2026-07-31	SH603288	-0.02787233441588693	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1039	2026-07-31	SZ002594	-0.02788771688938141	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2682	2026-07-31	SH601319	-0.027912895942990526	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1689	2026-07-31	SH600031	-0.027913985773921013	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4732	2026-07-31	SH601633	-0.027922913359751174	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2650	2026-07-31	SH601872	-0.02795374840451245	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3924	2026-07-31	SZ000963	-0.028028864167670878	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2619	2026-07-31	SH600085	-0.028122130979694786	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3765	2026-07-31	SH600438	-0.02814002102027866	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2472	2026-07-31	SH605499	-0.028167283760800688	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2048	2026-07-31	SH601881	-0.028224822133779526	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1530	2026-07-31	SZ000776	-0.028285378590226173	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3394	2026-07-31	SZ301236	-0.02837298401655938	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3495	2026-07-31	SH600023	-0.028383758010798055	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3755	2026-07-31	SH600489	-0.02840592854334175	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3005	2026-07-31	SZ000408	-0.028418011327090174	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2955	2026-07-31	SH601818	-0.0284725593331247	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1080	2026-07-31	SH600674	-0.028488988056778908	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1741	2026-07-31	SH601728	-0.0285122599452734	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1694	2026-07-31	SH600026	-0.028571514412760735	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2445	2026-07-31	SH603288	-0.02858477303915538	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1583	2026-07-31	SZ300251	-0.028655337169766426	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4783	2026-07-31	SH601319	-0.028779870739005012	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
638	2026-07-31	SH603993	-0.0287896087363846	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2114	2026-07-31	SZ000002	-0.028811797499656677	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4016	2026-07-31	SZ002304	-0.02882911686974439	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2469	2026-07-31	SH688036	-0.02884436606685986	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
417	2026-07-31	SZ002241	-0.02886069379746914	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2107	2026-07-31	SZ000625	-0.028929393738508224	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4667	2026-07-31	SH600570	-0.028931805315366904	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4677	2026-07-31	SH600741	-0.028952338282837123	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4565	2026-07-31	SH688111	-0.028958148891020892	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3483	2026-07-31	SH600585	-0.02896685621839219	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2598	2026-07-31	SH600016	-0.02897954743929787	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4540	2026-07-31	SH603893	-0.029005005426217312	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3554	2026-07-31	SH601825	-0.02900592991262095	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4216	2026-07-31	SZ000625	-0.029020807265604017	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
927	2026-07-31	SZ000858	-0.029078543186187744	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4215	2026-07-31	SZ000301	-0.029087686625457146	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3834	2026-07-31	SH601618	-0.029087757990992336	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
38	2026-07-31	SH603993	-0.029096899554133415	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1422	2026-07-31	SH600050	-0.029097292572259903	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2713	2026-07-31	SZ000002	-0.029120536454942128	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1155	2026-07-31	SH601825	-0.029132984578609467	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
577	2026-07-31	SH600926	-0.029142798855900764	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3676	2026-07-31	SZ300413	-0.029146021408686558	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1143	2026-07-31	SH601788	-0.02924433723092079	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1807	2026-07-31	SZ000625	-0.029302146285772324	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3856	2026-07-31	SH601818	-0.029332526456306678	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4205	2026-07-31	SZ000408	-0.029332868470170078	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4275	2026-07-31	SZ001979	-0.029390910427783797	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
486	2026-07-31	SH600276	-0.029430223628878593	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
906	2026-07-31	SZ000408	-0.0294329971075058	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4557	2026-07-31	SH688472	-0.029522807292788205	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1843	2026-07-31	SH603392	-0.029575936496257782	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
549	2026-07-31	SH601878	-0.02965559810400009	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4408	2026-07-31	SH600196	-0.02966902021398555	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2207	2026-07-31	SZ300498	-0.029675934463739395	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1585	2026-07-31	SZ300059	-0.02968652732670307	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4792	2026-07-31	SH601166	-0.029687790189954377	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4065	2026-07-31	SH600438	-0.029713792431818174	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1505	2026-07-31	SZ000425	-0.029762160032987595	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1307	2026-07-31	SZ300498	-0.029782099649310112	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2822	2026-07-31	SZ002074	-0.02983698528129697	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
9	2026-07-31	SZ000301	-0.02984907478094101	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
180	2026-07-31	SH600674	-0.029850533232092857	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1298	2026-07-31	SZ300896	-0.02985106222331524	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
684	2026-07-31	SZ300122	-0.02986555291237663	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1654	2026-07-31	SH600515	-0.029978586360812187	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
786	2026-07-31	SH600276	-0.030011502917955724	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3113	2026-07-31	SZ002352	-0.030056615119481805	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2802	2026-07-31	SZ300750	-0.030090555060192658	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
97	2026-07-31	SZ300999	-0.030154580250382423	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1303	2026-07-31	SZ300750	-0.030170626938343048	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4725	2026-07-31	SH600918	-0.030177823474407766	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4108	2026-07-31	SH600219	-0.030180206772365537	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2100	2026-07-31	SH600009	-0.030183615162968636	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
415	2026-07-31	SZ002311	-0.03019051067531109	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4714	2026-07-31	SH600118	-0.03024507122085618	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
323	2026-07-31	SZ000975	-0.030270230025053024	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
690	2026-07-31	SZ300124	-0.03032944400170389	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
572	2026-07-31	SH600989	-0.030349383130669594	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
883	2026-07-31	SH601319	-0.03038954787847348	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4101	2026-07-31	SH600011	-0.030406457146661976	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3427	2026-07-31	SZ002001	-0.030470900976246492	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
317	2026-07-31	SZ000651	-0.030580269172787666	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4249	2026-07-31	SH601998	-0.03060077061330374	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2920	2026-07-31	SH600066	-0.030705916955116187	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
27	2026-07-31	SZ000858	-0.030720477923750877	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1107	2026-07-31	SH600221	-0.03074263408780098	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2572	2026-07-31	SH600845	-0.03078292554555132	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4245	2026-07-31	SH603288	-0.030801752944123333	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4649	2026-07-31	SH601919	-0.030820534474091995	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2494	2026-07-31	SZ301236	-0.030872812933998375	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2332	2026-07-31	SH601727	-0.030897557735443115	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
943	2026-07-31	SH603392	-0.03094645030796528	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3742	2026-07-31	SZ002493	-0.03094975748502389	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2809	2026-07-31	SZ002920	-0.031041563191539185	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
264	2026-07-31	SH601059	-0.031049314886331558	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2976	2026-07-31	SH600926	-0.031059865543290426	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3271	2026-07-31	SH600989	-0.031066318565260903	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2338	2026-07-31	SH601456	-0.03108338825404644	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1290	2026-07-31	SZ300124	-0.031089993193745613	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3282	2026-07-31	SH601319	-0.031112663328412685	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3438	2026-07-31	SZ002594	-0.031138019946431745	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
594	2026-07-31	SH601136	-0.03120892122387886	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2691	2026-07-31	SH601166	-0.03121828049091306	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4327	2026-07-31	SZ002001	-0.031221736058274035	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4056	2026-07-31	SH600482	-0.03130780253621021	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
202	2026-07-31	SH600010	-0.03130993992090225	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4078	2026-07-31	SH600741	-0.03131077712036075	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3088	2026-07-31	SZ003816	-0.03138587691861465	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1088	2026-07-31	SH600036	-0.0313902348279953	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1238	2026-07-31	SH603993	-0.031416814774274826	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
169	2026-07-31	SH600893	-0.031417571008205414	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4105	2026-07-31	SH600048	-0.03143621704810959	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2534	2026-07-31	SZ002648	-0.031438965904631	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
897	2026-07-31	SH601100	-0.03144622638975222	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3546	2026-07-31	SH601888	-0.031560022451612546	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
275	2026-07-31	SH600938	-0.03159719705581665	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1164	2026-07-31	SH601059	-0.03159776329994202	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1192	2026-07-31	SH601166	-0.03160260617733002	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
904	2026-07-31	SZ000538	-0.03161075711250305	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2994	2026-07-31	SH601127	-0.03166249141458953	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1015	2026-07-31	SZ002311	-0.03166922554373741	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3908	2026-07-31	SZ000338	-0.031688512735880636	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
228	2026-07-31	SH601688	-0.031726498156785965	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2726	2026-07-31	SZ000858	-0.03175324996244898	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4400	2026-07-31	SH600011	-0.03176540548369541	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1431	2026-07-31	SH601658	-0.03181969374418259	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1421	2026-07-31	SH600066	-0.031825270503759384	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3580	2026-07-31	SH601077	-0.03182713349019699	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2751	2026-07-31	SH601988	-0.03183327604024391	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4574	2026-07-31	SZ001965	-0.03183633343979937	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3179	2026-07-31	SH600674	-0.03193239778827699	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1433	2026-07-31	SH601633	-0.03195903077721596	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2298	2026-07-31	SH600018	-0.03204619511961937	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1851	2026-07-31	SH601995	-0.03208018094301224	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2079	2026-07-31	SH600918	-0.03209115192294121	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
579	2026-07-31	SH600918	-0.032092876732349396	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3499	2026-07-31	SH600015	-0.03212503934774326	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2635	2026-07-31	SH601601	-0.032131966936273564	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2583	2026-07-31	SH600585	-0.032137822418842873	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1086	2026-07-31	SH600276	-0.032167453318834305	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4285	2026-07-31	SZ300033	-0.0322310902333186	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1389	2026-07-31	SH600031	-0.032347239553928375	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
464	2026-07-31	SH600362	-0.03236576169729233	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3840	2026-07-31	SH601628	-0.03237922713423819	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1368	2026-07-31	SH600585	-0.03239854425191879	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3234	2026-07-31	SH601607	-0.03248961407825396	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
65	2026-07-31	SH688111	-0.03251626342535019	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4685	2026-07-31	SH600276	-0.03255616529993967	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1109	2026-07-31	SH600196	-0.032559994608163834	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2495	2026-07-31	SZ301165	-0.03257167633535325	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4157	2026-07-31	SH601816	-0.03257672761283447	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1148	2026-07-31	SH601881	-0.03266770765185356	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3927	2026-07-31	SZ000858	-0.032722321114695745	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2408	2026-07-31	SZ000333	-0.03284264748046163	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2266	2026-07-31	SH600570	-0.032891109585762024	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3185	2026-07-31	SH600276	-0.032906901594563526	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1640	2026-07-31	SZ002558	-0.032979898154735565	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
186	2026-07-31	SH600276	-0.03298671916127205	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3037	2026-07-31	SH688472	-0.033076682517621164	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
723	2026-07-31	SZ002074	-0.0330801556484007	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4339	2026-07-31	SZ002558	-0.03317000666638723	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
976	2026-07-31	SZ300413	-0.033193591982126236	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3675	2026-07-31	SZ002001	-0.033307965557742375	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
828	2026-07-31	SH601688	-0.033356402627170406	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3587	2026-07-31	SH601225	-0.033379560933782984	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3072	2026-07-31	SH605499	-0.03338289097951624	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2662	2026-07-31	SH601328	-0.03341248381799617	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
657	2026-07-31	SH688472	-0.03354657725047286	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
233	2026-07-31	SH601633	-0.033556219190359116	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
609	2026-07-31	SZ000301	-0.033572882846821125	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4223	2026-07-31	SZ000963	-0.033577057168889854	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3290	2026-07-31	SH601169	-0.03363285977655468	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2126	2026-07-31	SZ000895	-0.03366021439433098	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2056	2026-07-31	SH601818	-0.033707328140735626	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3498	2026-07-31	SH600016	-0.03372560927094321	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3163	2026-07-31	SH600362	-0.03379481685010712	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2706	2026-07-31	SZ000338	-0.03384421684820517	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
880	2026-07-31	SH601088	-0.03388695827088873	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
543	2026-07-31	SH601788	-0.03405654430389404	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2449	2026-07-31	SH601998	-0.034087144552082026	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4555	2026-07-31	SH605499	-0.03416142720017948	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4596	2026-07-31	SZ301165	-0.034237084424650795	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4086	2026-07-31	SH600276	-0.034257728550295824	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
796	2026-07-31	SH600023	-0.03425951340161429	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1175	2026-07-31	SH600938	-0.034302741289138794	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
272	2026-07-31	SH600989	-0.03430609405040741	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4550	2026-07-31	SH601998	-0.03433785900671074	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3703	2026-07-31	SZ300750	-0.034344415772619034	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3053	2026-07-31	SH603993	-0.034349883715244854	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3609	2026-07-31	SZ000301	-0.03437678019929769	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
397	2026-07-31	SZ300999	-0.03440245985984802	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3739	2026-07-31	SZ002594	-0.03441377072262482	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2849	2026-07-31	SH601919	-0.03451997128838082	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
715	2026-07-31	SZ002311	-0.03454291054093992	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1472	2026-07-31	SH600989	-0.03455545753240585	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2189	2026-07-31	SZ003816	-0.03456458821892738	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1014	2026-07-31	SZ002352	-0.03457053750753403	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
985	2026-07-31	SZ300059	-0.03459376469254494	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
240	2026-07-31	SH601628	-0.03464057296514511	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
716	2026-07-31	SZ002304	-0.03468518089449504	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3685	2026-07-31	SZ300059	-0.034699657566658874	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2077	2026-07-31	SH600926	-0.03472476080060005	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2567	2026-07-31	SH600570	-0.03482703650100691	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3640	2026-07-31	SH603893	-0.03484164522274023	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3372	2026-07-31	SH605499	-0.03489337002625624	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3808	2026-07-31	SH600219	-0.03492374314644627	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
894	2026-07-31	SH601136	-0.034941091427730636	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1287	2026-07-31	SZ300015	-0.035010285675525665	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4474	2026-07-31	SH600938	-0.0350486440237929	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2704	2026-07-31	SZ000425	-0.03505662072274941	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3081	2026-07-31	SZ300251	-0.035117591322764916	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2638	2026-07-31	SH601398	-0.035163792564501785	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1597	2026-07-31	SZ300999	-0.03518866002559662	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2835	2026-07-31	SZ002625	-0.035190652603653734	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4694	2026-07-31	SH600025	-0.03520048112469172	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1543	2026-07-31	SH603392	-0.035305969417095184	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
540	2026-07-31	SH601628	-0.035321418195962906	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1082	2026-07-31	SH600600	-0.035332031548023224	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3198	2026-07-31	SH600016	-0.03533225242633015	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2418	2026-07-31	SZ000651	-0.0354527901561589	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3021	2026-07-31	SZ000977	-0.03549063322422459	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4229	2026-07-31	SZ000776	-0.03553782517212589	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2144	2026-07-31	SH603369	-0.03557836264371872	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1965	2026-07-31	SH600438	-0.0357019305229187	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
301	2026-07-31	SZ000617	-0.03571562096476555	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2442	2026-07-31	SH603392	-0.03577025029881326	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
689	2026-07-31	SZ003816	-0.03586547855062261	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2646	2026-07-31	SH601888	-0.035929011745577284	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
309	2026-07-31	SZ000301	-0.03597479313611984	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1550	2026-07-31	SH601998	-0.03598613291978836	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3735	2026-07-31	SZ002648	-0.0360020270254512	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3042	2026-07-31	SH603392	-0.036094004404581215	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3224	2026-07-31	SH600900	-0.036094672659966104	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
872	2026-07-31	SH600989	-0.03613215542833338	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4332	2026-07-31	SZ002714	-0.036176937012313226	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3018	2026-07-31	SZ000651	-0.03625297553088491	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3615	2026-07-31	SZ000333	-0.03626988199300076	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2061	2026-07-31	SH601360	-0.036424364894628525	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
683	2026-07-31	SZ300251	-0.03651628980638984	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3524	2026-07-31	SH600900	-0.03652276097731005	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
173	2026-07-31	SH600845	-0.036525923758745193	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
995	2026-07-31	SZ301236	-0.03661883994936943	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2037	2026-07-31	SH601600	-0.036630406975746155	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3231	2026-07-31	SH601633	-0.036634654031578735	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
51	2026-07-31	SH601995	-0.036695729941129684	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
780	2026-07-31	SH600674	-0.036697250358701534	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4033	2026-07-31	SZ002714	-0.036785367459635204	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1575	2026-07-31	SZ002001	-0.03682178631424904	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3820	2026-07-31	SH600085	-0.03683692166326436	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
294	2026-07-31	SH601136	-0.03685614839196205	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3698	2026-07-31	SZ300896	-0.03686937243266293	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1546	2026-07-31	SH603288	-0.036906395107507706	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4388	2026-07-31	SH600031	-0.037009195490708906	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2899	2026-07-31	SH600015	-0.03707872399497222	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2660	2026-07-31	SH601360	-0.03710604519781017	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1105	2026-07-31	SH600048	-0.03712004795670509	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3926	2026-07-31	SZ000895	-0.03713538876529605	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2599	2026-07-31	SH600015	-0.037163779444375634	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
651	2026-07-31	SH601995	-0.03719805452298525	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2857	2026-07-31	SH600547	-0.03720745784266464	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
96	2026-07-31	SZ301165	-0.03726049140095711	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2786	2026-07-31	SZ300015	-0.03734828124616415	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1751	2026-07-31	SH601872	-0.03735244274139404	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4089	2026-07-31	SH600031	-0.037374959122208194	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
676	2026-07-31	SZ300413	-0.03742465363486652	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4693	2026-07-31	SH600026	-0.037449656534163454	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3051	2026-07-31	SH601988	-0.03749471556096554	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4462	2026-07-31	SH601328	-0.03753074729388616	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3753	2026-07-31	SH600519	-0.03765741870831506	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3880	2026-07-31	SH601088	-0.03766271216154466	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2834	2026-07-31	SZ002648	-0.037727306518076	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2836	2026-07-31	SZ002602	-0.037757677478970304	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3339	2026-07-31	SH603893	-0.03777721964768191	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2877	2026-07-31	SH600741	-0.037778654569699636	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1179	2026-07-31	SH600918	-0.03778577223420143	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4237	2026-07-31	SH688472	-0.03782426597621984	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
868	2026-07-31	SH601012	-0.03782776330091339	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4042	2026-07-31	SZ002493	-0.03798955094603077	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4720	2026-07-31	SH600066	-0.03802185046917271	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
857	2026-07-31	SH601816	-0.038075304768516324	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4175	2026-07-31	SH600938	-0.0380815018704041	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1514	2026-07-31	SZ000002	-0.038101665675640106	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4027	2026-07-31	SZ002027	-0.038164744817187346	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4615	2026-07-31	SZ002311	-0.03819298718802027	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3737	2026-07-31	SZ002602	-0.03821570391515612	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
901	2026-07-31	SZ000617	-0.03822173923254013	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3655	2026-07-31	SH605499	-0.038234747662376126	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2874	2026-07-31	SH600803	-0.03823563285247187	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1648	2026-07-31	SH600000	-0.03829646483063698	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2229	2026-07-31	SZ001979	-0.0383271649479866	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3388	2026-07-31	SZ003816	-0.0383303647126022	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2151	2026-07-31	SH601995	-0.03834601864218712	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3382	2026-07-31	SZ300413	-0.03834827409715044	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1054	2026-07-31	SH600515	-0.0383712537586689	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1765	2026-07-31	SH601058	-0.038372673094272614	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
376	2026-07-31	SZ300413	-0.0383787639439106	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1999	2026-07-31	SH600016	-0.038383208215236664	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1525	2026-07-31	SZ000938	-0.038383789360523224	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2918	2026-07-31	SH600089	-0.03840827053580655	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
179	2026-07-31	SH600690	-0.03843780606985092	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2790	2026-07-31	SZ300122	-0.03850282770161298	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1441	2026-07-31	SH601728	-0.03851297125220299	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4442	2026-07-31	SH601728	-0.03851515276916591	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2986	2026-07-31	SH601229	-0.03855131743232374	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3050	2026-07-31	SH601995	-0.0385651041140113	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
299	2026-07-31	SZ302132	-0.03857508674263954	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3318	2026-07-31	SZ000651	-0.03860882676734526	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3434	2026-07-31	SZ002648	-0.03872893324094487	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2050	2026-07-31	SH601877	-0.03875471651554108	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
665	2026-07-31	SH688111	-0.0387725154019098	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2944	2026-07-31	SH601899	-0.03877599800511844	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
509	2026-07-31	SH600196	-0.03880136460065842	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4503	2026-07-31	SZ000568	-0.03882136363497489	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
847	2026-07-31	SH601888	-0.03888903321339669	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3390	2026-07-31	SZ300122	-0.038892084823125374	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4250	2026-07-31	SH601995	-0.03898293564261868	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
548	2026-07-31	SH601881	-0.03899422287940979	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1755	2026-07-31	SH601825	-0.03899582847952843	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1079	2026-07-31	SH600690	-0.038999371230602264	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2745	2026-07-31	SH603288	-0.03900204691407376	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3582	2026-07-31	SH601319	-0.039015395812273916	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
24	2026-07-31	SZ000963	-0.03909732401371002	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2549	2026-07-31	SH601919	-0.03921496608125719	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4733	2026-07-31	SH601628	-0.03926923988946864	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
974	2026-07-31	SZ001965	-0.03928905725479126	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4798	2026-07-31	SH601088	-0.03933417252240393	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1474	2026-07-31	SH600941	-0.03934584930539131	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
520	2026-07-31	SH600085	-0.039393626153469086	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2081	2026-07-31	SH601111	-0.03944923356175423	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2287	2026-07-31	SH600233	-0.03957111015915871	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
809	2026-07-31	SH600196	-0.03960125665694532	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
338	2026-07-31	SH603993	-0.03967205807566643	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
488	2026-07-31	SH600036	-0.039699338376522064	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4003	2026-07-31	SZ300750	-0.039737506196970224	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3591	2026-07-31	SH601166	-0.039783474967682815	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2668	2026-07-31	SH601009	-0.03980824030992022	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1145	2026-07-31	SH601899	-0.03990878537297249	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3847	2026-07-31	SH601888	-0.04002081040563835	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3928	2026-07-31	SZ000807	-0.04003942711966924	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4777	2026-07-31	SH600926	-0.0400496191016693	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3049	2026-07-31	SH601998	-0.040132037089533536	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3608	2026-07-31	SZ000338	-0.04015200633313558	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
262	2026-07-31	SH601336	-0.04019909352064133	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2203	2026-07-31	SZ300750	-0.04031283035874367	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1453	2026-07-31	SH601857	-0.04035008326172829	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3479	2026-07-31	SH600674	-0.04041226462248348	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1639	2026-07-31	SZ002594	-0.040412552654743195	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3869	2026-07-31	SH601009	-0.04044371371003718	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1069	2026-07-31	SH600893	-0.04048338532447815	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1386	2026-07-31	SH600276	-0.0405297577381134	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3707	2026-07-31	SZ300498	-0.040563882872592195	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3892	2026-07-31	SH601166	-0.040590158387106355	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2577	2026-07-31	SH600741	-0.04059977866597308	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
856	2026-07-31	SH601818	-0.040611003455065804	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
114	2026-07-31	SZ002352	-0.04064256697893143	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2676	2026-07-31	SH600926	-0.04064783209419859	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3246	2026-07-31	SH601888	-0.04072287634814235	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4192	2026-07-31	SH601166	-0.04073798576321498	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
154	2026-07-31	SH600515	-0.04087844863533974	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3581	2026-07-31	SH601100	-0.04090931333666212	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4181	2026-07-31	SH601111	-0.04092849690236302	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
819	2026-07-31	SH600089	-0.04093972900183974	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
23	2026-07-31	SZ000975	-0.04099935665726662	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
619	2026-07-31	SZ001280	-0.041029757666427566	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4663	2026-07-31	SH600362	-0.04108805184174502	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2574	2026-07-31	SH600803	-0.04119822796752619	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
821	2026-07-31	SH600066	-0.041298594525374085	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3568	2026-07-31	SH601009	-0.041303080392170934	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3727	2026-07-31	SZ002027	-0.041378246417267825	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4438	2026-07-31	SH601398	-0.041390673015934756	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
751	2026-07-31	SH600547	-0.04145243494674184	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3650	2026-07-31	SH601998	-0.04145278100767825	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2216	2026-07-31	SZ002304	-0.041522424668073654	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2783	2026-07-31	SZ300124	-0.04153414491408214	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4487	2026-07-31	SH601225	-0.04153815941839446	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3494	2026-07-31	SH600025	-0.041610655239681854	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
214	2026-07-31	SH600150	-0.04167879745364189	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
799	2026-07-31	SH600016	-0.04168459872191341	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1495	2026-07-31	SH601127	-0.04172252491116524	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2865	2026-07-31	SH600436	-0.041749672777653776	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4425	2026-07-31	SH600918	-0.041773803553068214	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
652	2026-07-31	SH601988	-0.0417859692777262	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
74	2026-07-31	SZ001965	-0.041810303926467896	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
808	2026-07-31	SH600219	-0.04181707092397999	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
384	2026-07-31	SZ300122	-0.04187332093715668	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4214	2026-07-31	SZ000001	-0.041882711033286585	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4146	2026-07-31	SH601898	-0.04196015901284664	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4069	2026-07-31	SH600893	-0.04204196892890458	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2021	2026-07-31	SH600066	-0.04206990823149681	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
297	2026-07-31	SH601100	-0.0420883372426033	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4281	2026-07-31	SZ300251	-0.04214866951574539	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1114	2026-07-31	SH600150	-0.04216424748301506	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
737	2026-07-31	SZ002602	-0.04216657290528455	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2753	2026-07-31	SH603993	-0.042166598427420515	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1246	2026-07-31	SH603288	-0.042180247604846954	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1615	2026-07-31	SZ002311	-0.042214348912239075	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3602	2026-07-31	SZ000596	-0.04232142358605972	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2333	2026-07-31	SH601633	-0.04232332482933998	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
533	2026-07-31	SH601633	-0.042328305542469025	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1183	2026-07-31	SH601319	-0.04238533228635788	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1102	2026-07-31	SH600010	-0.042399633675813675	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2609	2026-07-31	SH600188	-0.042430408233792544	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1138	2026-07-31	SH601456	-0.04245470091700554	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3562	2026-07-31	SH601328	-0.04245737681046636	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2685	2026-07-31	SH601238	-0.042483139515247424	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3573	2026-07-31	SH600941	-0.04249483827283761	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1975	2026-07-31	SH600803	-0.042549047619104385	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1222	2026-07-31	SZ000977	-0.042572021484375	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1996	2026-07-31	SH600023	-0.04258083924651146	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
755	2026-07-31	SH600489	-0.042751828296086924	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
324	2026-07-31	SZ000963	-0.0427546426653862	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3183	2026-07-31	SH600585	-0.042809917374879713	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3943	2026-07-31	SH603392	-0.04284587409713098	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2498	2026-07-31	SZ300866	-0.04285819112593805	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3090	2026-07-31	SZ300122	-0.042934154819509025	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3883	2026-07-31	SH601319	-0.04294879682140693	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1161	2026-07-31	SH601360	-0.04300849139690399	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
245	2026-07-31	SH601899	-0.043040648102760315	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4029	2026-07-31	SZ001979	-0.04304839271252312	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4433	2026-07-31	SH601628	-0.043054524899181996	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1950	2026-07-31	SH601916	-0.04305959865450859	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
292	2026-07-31	SH601166	-0.04307642951607704	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
898	2026-07-31	SZ302132	-0.0431048683822155	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1133	2026-07-31	SH601633	-0.04311670362949371	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2051	2026-07-31	SH601872	-0.043160174041986465	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4423	2026-07-31	SH601916	-0.04316558992470986	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2607	2026-07-31	SH600219	-0.04320689531694019	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1708	2026-07-31	SH600219	-0.04322217032313347	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2062	2026-07-31	SH601336	-0.0432506687939167	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3262	2026-07-31	SH601328	-0.043262462306023326	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
84	2026-07-31	SZ300122	-0.04328630492091179	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2785	2026-07-31	SZ300033	-0.04338626973546332	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4102	2026-07-31	SH600010	-0.0434002860787146	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4497	2026-07-31	SH601088	-0.043407988342114984	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
951	2026-07-31	SH601995	-0.04341793432831764	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3301	2026-07-31	SZ000596	-0.04344154364424136	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1189	2026-07-31	SH601211	-0.04345148056745529	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
505	2026-07-31	SH600048	-0.04345303028821945	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1895	2026-07-31	SZ301236	-0.04350114241242409	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2014	2026-07-31	SH600150	-0.04350396990776062	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
659	2026-07-31	SH688303	-0.04351625568066497	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2515	2026-07-31	SZ002304	-0.04355537511953496	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1121	2026-07-31	SH600066	-0.04357929527759552	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
201	2026-07-31	SH600011	-0.04358193278312683	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1574	2026-07-31	SZ001965	-0.04360983148217201	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
484	2026-07-31	SH600346	-0.043666962534189224	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1745	2026-07-31	SH601899	-0.043845564126968384	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1447	2026-07-31	SH601888	-0.0439014807343483	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1364	2026-07-31	SH600362	-0.04395920783281326	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2063	2026-07-31	SH601066	-0.04396989569067955	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4418	2026-07-31	SH600089	-0.043986047570464655	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1747	2026-07-31	SH601888	-0.043995726853609085	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1830	2026-07-31	SZ000776	-0.04410300776362419	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
279	2026-07-31	SH600918	-0.04415631666779518	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2173	2026-07-31	SH601985	-0.04417296499013901	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1548	2026-07-31	SH603259	-0.04423743858933449	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3349	2026-07-31	SH601998	-0.04429259541202135	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4507	2026-07-31	SZ000625	-0.044334666608653164	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
243	2026-07-31	SH601788	-0.0443493090569973	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3535	2026-07-31	SH601601	-0.04436314422380516	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2104	2026-07-31	SZ000538	-0.04444530978798866	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
337	2026-07-31	SH688506	-0.04452115669846535	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
485	2026-07-31	SH600309	-0.04452807083725929	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3449	2026-07-31	SH601919	-0.04454475299756995	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3674	2026-07-31	SZ001965	-0.04454703708359942	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
565	2026-07-31	SH601058	-0.04459254443645477	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
997	2026-07-31	SZ300999	-0.04459478706121445	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3519	2026-07-31	SH600085	-0.044614973299006246	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
592	2026-07-31	SH601166	-0.04461795091629028	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
182	2026-07-31	SH600600	-0.04470960050821304	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4763	2026-07-31	SH601328	-0.04471413861171149	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
650	2026-07-31	SH601998	-0.04475566158148215	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3975	2026-07-31	SZ002001	-0.044852283430293696	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4505	2026-07-31	SZ000425	-0.04485779663915318	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3823	2026-07-31	SH601919	-0.0448641050509741	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
220	2026-07-31	SH600085	-0.04486794024705887	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3273	2026-07-31	SH600941	-0.044888141349335275	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2124	2026-07-31	SZ000963	-0.044896140694618225	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4431	2026-07-31	SH601633	-0.04490008674482698	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4085	2026-07-31	SH600309	-0.044902949753557776	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4147	2026-07-31	SH601888	-0.04499252322661484	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
10	2026-07-31	SZ000166	-0.04502132534980774	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1779	2026-07-31	SH600918	-0.04504641517996788	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2529	2026-07-31	SZ001965	-0.0450526895997775	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4515	2026-07-31	SZ000333	-0.045117308529368697	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3736	2026-07-31	SZ002625	-0.04513999556043306	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1073	2026-07-31	SH600845	-0.04517462104558945	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
327	2026-07-31	SZ000858	-0.045176420360803604	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
30	2026-07-31	SZ000776	-0.04524340108036995	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3240	2026-07-31	SH601618	-0.045250460457397536	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2459	2026-07-31	SH688271	-0.04527161444117942	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2954	2026-07-31	SH601825	-0.045342560822716454	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1488	2026-07-31	SH601225	-0.04536598548293114	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3930	2026-07-31	SZ000776	-0.04538680759629837	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2016	2026-07-31	SH600115	-0.04541643708944321	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1141	2026-07-31	SH601728	-0.0454632043838501	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2072	2026-07-31	SH600989	-0.04547862708568573	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2041	2026-07-31	SH601728	-0.04560621827840805	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3786	2026-07-31	SH600276	-0.04563788578271065	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
804	2026-07-31	SH600900	-0.04567648993376587	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2815	2026-07-31	SZ002304	-0.04569006817156815	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
907	2026-07-31	SZ000625	-0.04574377462267876	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
419	2026-07-31	SZ002230	-0.045783497393131256	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4258	2026-07-31	SH688303	-0.04582194665564546	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
550	2026-07-31	SH601877	-0.04583730921149254	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3584	2026-07-31	SH601288	-0.04590147570052909	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2617	2026-07-31	SH600104	-0.04591998598437439	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1165	2026-07-31	SH601058	-0.046099767088890076	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2985	2026-07-31	SH601238	-0.04610199323926988	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2127	2026-07-31	SZ000858	-0.04613909125328064	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3879	2026-07-31	SH600918	-0.046170229901428765	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4208	2026-07-31	SZ000333	-0.04619895939095435	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2390	2026-07-31	SH601186	-0.0462089367210865	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3695	2026-07-31	SZ301236	-0.04628884731429172	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2673	2026-07-31	SH600941	-0.04638015753966697	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1914	2026-07-31	SZ002352	-0.0463990680873394	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2855	2026-07-31	SH600482	-0.04643766432624252	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2968	2026-07-31	SH601009	-0.046469635740825826	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2559	2026-07-31	SH600426	-0.046474175372286236	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2214	2026-07-31	SZ002352	-0.04655725136399269	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
188	2026-07-31	SH600036	-0.046673744916915894	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3987	2026-07-31	SZ300015	-0.046719474631839106	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4590	2026-07-31	SZ300124	-0.04672933814869691	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
189	2026-07-31	SH600031	-0.04674139991402626	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1551	2026-07-31	SH601995	-0.046741899102926254	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2036	2026-07-31	SH601601	-0.046768832951784134	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
627	2026-07-31	SZ000858	-0.04681417138619885	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
501	2026-07-31	SH600011	-0.04682236164808273	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1350	2026-07-31	SH601916	-0.047062989324331284	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
861	2026-07-31	SH601360	-0.047176903345183194	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4473	2026-07-31	SH600941	-0.047184173240429304	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
454	2026-07-31	SH600515	-0.04729228839278221	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2698	2026-07-31	SH600000	-0.047442205552917324	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3624	2026-07-31	SZ000963	-0.04744246052853937	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
422	2026-07-31	SZ002142	-0.047533102333545685	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2362	2026-07-31	SH601336	-0.04756852239370346	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3538	2026-07-31	SH601398	-0.04762173499424722	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4342	2026-07-31	SZ002475	-0.04763173556410921	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
395	2026-07-31	SZ301236	-0.047708433121442795	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2840	2026-07-31	SZ002532	-0.047864398077909515	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1339	2026-07-31	SZ002594	-0.04793035611510277	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
225	2026-07-31	SH600919	-0.047941893339157104	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
607	2026-07-31	SZ000625	-0.048013674433903863	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4290	2026-07-31	SZ300122	-0.04822203520727801	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2742	2026-07-31	SH603392	-0.04822258460265986	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
482	2026-07-31	SH600600	-0.048291582614183426	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
59	2026-07-31	SH688303	-0.04830320179462433	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3865	2026-07-31	SH601058	-0.048412927588324266	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1527	2026-07-31	SZ000858	-0.04852141812443733	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4331	2026-07-31	SZ002415	-0.048538584179697884	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3719	2026-07-31	SZ002230	-0.048640477248505294	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3906	2026-07-31	SZ000408	-0.04864446199090922	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1538	2026-07-31	SH603993	-0.04874558001756668	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4116	2026-07-31	SH600115	-0.048823818939588266	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1251	2026-07-31	SH601995	-0.04884415864944458	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3467	2026-07-31	SH600570	-0.04887760955224624	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1355	2026-07-31	SH600489	-0.0490197017788887	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2401	2026-07-31	SZ000596	-0.049020525444536944	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3819	2026-07-31	SH600089	-0.049045387446935124	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2991	2026-07-31	SH601166	-0.049049934958123285	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4168	2026-07-31	SH601012	-0.04907919164741575	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4036	2026-07-31	SZ002625	-0.04910285004564052	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1651	2026-07-31	SH600547	-0.04911024123430252	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3096	2026-07-31	SZ300999	-0.04911999221681026	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4051	2026-07-31	SH600547	-0.049129701672275275	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3597	2026-07-31	SH601088	-0.04913711829936159	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3683	2026-07-31	SZ300251	-0.0491865592565278	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2509	2026-07-31	SZ002920	-0.04918871795556115	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
181	2026-07-31	SH600660	-0.04921981692314148	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3415	2026-07-31	SZ002304	-0.04927086228279219	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3287	2026-07-31	SH601225	-0.049380827711222826	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
570	2026-07-31	SH601006	-0.0494309663772583	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4674	2026-07-31	SH600803	-0.049435354070629677	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
191	2026-07-31	SH600029	-0.04948362708091736	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4141	2026-07-31	SH601728	-0.049503582226099026	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2623	2026-07-31	SH601916	-0.049504407656329935	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2826	2026-07-31	SZ002027	-0.04950611824513779	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1587	2026-07-31	SZ300015	-0.04958364740014076	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2797	2026-07-31	SZ300896	-0.04961072067857418	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
496	2026-07-31	SH600023	-0.049692802131175995	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3705	2026-07-31	SZ300628	-0.049701592734839914	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
675	2026-07-31	SZ002001	-0.04971940035036733	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
398	2026-07-31	SZ300896	-0.049736082553863525	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2913	2026-07-31	SH600150	-0.04982979124821687	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4471	2026-07-31	SH600989	-0.04987084209464974	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1354	2026-07-31	SH600515	-0.049894459545612335	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1817	2026-07-31	SZ000651	-0.04990281164646149	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3083	2026-07-31	SZ300124	-0.049914227903107615	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1785	2026-07-31	SH601288	-0.04997854679822922	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3460	2026-07-31	SH600415	-0.04999929721359781	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1276	2026-07-31	SZ300413	-0.05001150816679001	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2349	2026-07-31	SH601878	-0.050069261342287064	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1827	2026-07-31	SZ000858	-0.050098251551389694	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2539	2026-07-31	SZ002558	-0.05015766849803539	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3207	2026-07-31	SH600219	-0.05022822493668971	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4329	2026-07-31	SZ001965	-0.050251186444616756	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
555	2026-07-31	SH601825	-0.0503133200109005	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4752	2026-07-31	SH601872	-0.05032762123508064	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2389	2026-07-31	SH601211	-0.0503438301384449	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1215	2026-07-31	SZ000333	-0.050370585173368454	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3477	2026-07-31	SH600741	-0.050418138491655454	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2416	2026-07-31	SZ000625	-0.05041939459242876	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2781	2026-07-31	SZ300251	-0.050520150549397166	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2860	2026-07-31	SH600415	-0.05054971570183253	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
475	2026-07-31	SH600803	-0.05066463351249695	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2309	2026-07-31	SH600196	-0.05076264590024948	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2946	2026-07-31	SH601888	-0.05079617638590201	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4068	2026-07-31	SH600585	-0.05087030198369115	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3619	2026-07-31	SZ001280	-0.051040479439873845	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
147	2026-07-31	SZ002415	-0.051049843430519104	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
740	2026-07-31	SZ002558	-0.05105270245793405	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1187	2026-07-31	SH601229	-0.051061101257801056	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3281	2026-07-31	SH601100	-0.051150697806070025	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
127	2026-07-31	SZ002027	-0.0511598065495491	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2128	2026-07-31	SZ000807	-0.05125744268298149	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3821	2026-07-31	SH600066	-0.051260140559192605	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1022	2026-07-31	SZ002142	-0.051280125975608826	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4306	2026-07-31	SZ300498	-0.05128089592086921	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
810	2026-07-31	SH600188	-0.05135934743012946	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3517	2026-07-31	SH600104	-0.051460837759302845	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1310	2026-07-31	SZ002920	-0.05146991088986397	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1686	2026-07-31	SH600276	-0.051637597382068634	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2341	2026-07-31	SH601728	-0.05168933793902397	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1248	2026-07-31	SH603259	-0.0518096461892128	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1081	2026-07-31	SH600660	-0.051837220788002014	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
374	2026-07-31	SZ001965	-0.051846034824848175	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3235	2026-07-31	SH601601	-0.05184652512922157	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1814	2026-07-31	SZ000002	-0.05192470923066139	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
924	2026-07-31	SZ000963	-0.051988013088703156	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3238	2026-07-31	SH601398	-0.05206635804765168	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2314	2026-07-31	SH600150	-0.052067965269088745	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1846	2026-07-31	SH603288	-0.05212799087166786	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4186	2026-07-31	SH601238	-0.052205929710925116	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2754	2026-07-31	SZ001280	-0.05221910493645395	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4177	2026-07-31	SH600926	-0.052255029348516974	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1940	2026-07-31	SZ002558	-0.05240239202976227	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3778	2026-07-31	SH600741	-0.0524335423019532	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3197	2026-07-31	SH600018	-0.052479653669809195	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
603	2026-07-31	SZ000568	-0.052572441250983135	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4485	2026-07-31	SH601238	-0.052631211348567665	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4464	2026-07-31	SH601058	-0.05266252088064037	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
937	2026-07-31	SH688506	-0.0527118556201458	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3909	2026-07-31	SZ000301	-0.05273004095661927	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3177	2026-07-31	SH600741	-0.05278401511799467	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1084	2026-07-31	SH600346	-0.05283806473016739	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
562	2026-07-31	SH601336	-0.05292397364974022	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2981	2026-07-31	SH601100	-0.05292550414035392	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1283	2026-07-31	SZ300251	-0.05295031890273094	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
6	2026-07-31	SZ000408	-0.052970368415117264	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3659	2026-07-31	SH688303	-0.05304649770126944	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
886	2026-07-31	SH601238	-0.05306507085345552	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
766	2026-07-31	SH600570	-0.05307938204072732	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
270	2026-07-31	SH601006	-0.05308360233902931	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1664	2026-07-31	SH600362	-0.05312012881040573	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
281	2026-07-31	SH601111	-0.05313901603221893	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3600	2026-07-31	SH600000	-0.05316523240144958	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3957	2026-07-31	SH688472	-0.05324637803599912	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2872	2026-07-31	SH600845	-0.05325874782961727	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3630	2026-07-31	SZ000776	-0.05326242138416178	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1244	2026-07-31	SH603369	-0.05328405275940895	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2702	2026-07-31	SZ000568	-0.05329525661599635	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3617	2026-07-31	SZ000651	-0.05344341153899101	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4169	2026-07-31	SH601009	-0.05352162810835793	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
241	2026-07-31	SH601728	-0.05356670543551445	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3474	2026-07-31	SH600803	-0.053627508975505736	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3302	2026-07-31	SZ000568	-0.053634569357613474	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
699	2026-07-31	SZ300866	-0.053732825090028316	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1440	2026-07-31	SH601628	-0.05374022200703621	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3644	2026-07-31	SH603369	-0.0537902547898416	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1436	2026-07-31	SH601601	-0.053975895047187805	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3616	2026-07-31	SZ000630	-0.05404184248199093	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
514	2026-07-31	SH600150	-0.054109860211610794	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1199	2026-07-31	SZ302132	-0.05414189398288727	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1005	2026-07-31	SZ300628	-0.05421201139688492	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
95	2026-07-31	SZ301236	-0.05422515049576759	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1465	2026-07-31	SH601058	-0.054293371737003326	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2708	2026-07-31	SZ000333	-0.054348039284322386	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
414	2026-07-31	SZ002352	-0.05439964681863785	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
747	2026-07-31	SZ002415	-0.05442280290659266	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2280	2026-07-31	SH600674	-0.054453879594802856	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4544	2026-07-31	SH603369	-0.05449148120234425	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4575	2026-07-31	SZ002001	-0.05451593040391989	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3952	2026-07-31	SH601988	-0.054655172475645365	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4133	2026-07-31	SH601633	-0.05467710129562986	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2271	2026-07-31	SH600886	-0.054720863699913025	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2414	2026-07-31	SZ000001	-0.05503117830000187	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2363	2026-07-31	SH601066	-0.0550915002822876	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3882	2026-07-31	SH601328	-0.055124427384663464	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4699	2026-07-31	SH600015	-0.0551697170335844	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2973	2026-07-31	SH600941	-0.055267572765841926	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
703	2026-07-31	SZ300750	-0.05533893758799587	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1181	2026-07-31	SH601111	-0.055386364459991455	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
85	2026-07-31	SZ300059	-0.05541117116808891	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4253	2026-07-31	SH603993	-0.055548421155866286	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
832	2026-07-31	SH601727	-0.05557138925154974	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1475	2026-07-31	SH600938	-0.05563580244779587	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3069	2026-07-31	SH688036	-0.05563616699026307	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
814	2026-07-31	SH600150	-0.05563663561334305	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4363	2026-07-31	SH600362	-0.05567269212419701	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4018	2026-07-31	SZ002236	-0.05568331866447116	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
800	2026-07-31	SH600015	-0.05568455574327516	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2880	2026-07-31	SH600660	-0.055806772856016165	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2716	2026-07-31	SZ000625	-0.05585364925053827	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4172	2026-07-31	SH600989	-0.055913436621895324	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3048	2026-07-31	SH603019	-0.05593592454902679	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
602	2026-07-31	SZ000596	-0.05593869986559302	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1915	2026-07-31	SZ002311	-0.05594966560602188	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1740	2026-07-31	SH601628	-0.055958282202482224	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
427	2026-07-31	SZ002027	-0.05597860366106033	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1265	2026-07-31	SH688111	-0.05598783120512962	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4041	2026-07-31	SZ002532	-0.05602436052321593	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1961	2026-07-31	SH600415	-0.05603000149130821	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
283	2026-07-31	SH601319	-0.05603552237153053	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4349	2026-07-31	SH601919	-0.05614426504067643	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3607	2026-07-31	SZ000625	-0.05621339684204778	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4385	2026-07-31	SH600276	-0.05621442656310473	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
660	2026-07-31	SH688271	-0.056382232713744145	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3872	2026-07-31	SH600989	-0.056415974207724845	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
479	2026-07-31	SH600690	-0.05642402917146683	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2743	2026-07-31	SH603369	-0.05650665767661062	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4023	2026-07-31	SZ002074	-0.05653967571056639	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1519	2026-07-31	SZ001280	-0.05659950524568558	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1064	2026-07-31	SH600362	-0.05668872222304344	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2701	2026-07-31	SZ000596	-0.056782079177194945	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1919	2026-07-31	SZ002230	-0.05691903457045555	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3369	2026-07-31	SH688036	-0.05692994730682029	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3903	2026-07-31	SZ000568	-0.05697548163150811	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
429	2026-07-31	SZ001979	-0.05701494589447975	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
251	2026-07-31	SH601872	-0.05710775405168533	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4627	2026-07-31	SZ002027	-0.057109813403194376	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
773	2026-07-31	SH600845	-0.057110982966982755	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4283	2026-07-31	SZ300124	-0.057190959043358816	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3874	2026-07-31	SH600941	-0.057295021239526664	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2580	2026-07-31	SH600660	-0.057346880353595156	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
491	2026-07-31	SH600029	-0.05735154449939728	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
564	2026-07-31	SH601059	-0.05735206976532936	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4272	2026-07-31	SH605499	-0.057433570500932986	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
722	2026-07-31	SZ002142	-0.05751035224228874	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4795	2026-07-31	SH601127	-0.05754561006435467	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3851	2026-07-31	SH601872	-0.05756492990849276	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
959	2026-07-31	SH688303	-0.05764140188694	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3264	2026-07-31	SH601058	-0.05770420828780189	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3314	2026-07-31	SZ000001	-0.05775992689039273	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4502	2026-07-31	SZ000596	-0.057782536206930135	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3970	2026-07-31	SH688036	-0.05784902202105161	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1255	2026-07-31	SH605499	-0.05802781507372856	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3233	2026-07-31	SH601628	-0.058027821183247265	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2684	2026-07-31	SH601288	-0.058061805243825385	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2531	2026-07-31	SZ002415	-0.058086947506466834	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2402	2026-07-31	SZ000568	-0.058116797156708914	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
3836	2026-07-31	SH601601	-0.0581262563120236	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1461	2026-07-31	SH601360	-0.05834868922829628	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
525	2026-07-31	SH600919	-0.05849922448396683	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1607	2026-07-31	SZ300498	-0.05860260874032974	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3366	2026-07-31	SH688072	-0.058608079649235485	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1733	2026-07-31	SH601633	-0.058702390640974045	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4640	2026-07-31	SZ002558	-0.05877558753105605	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
574	2026-07-31	SH600941	-0.058837972581386566	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
781	2026-07-31	SH600660	-0.05884329670651162	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1101	2026-07-31	SH600011	-0.05890247970819473	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3533	2026-07-31	SH601628	-0.058915436470375414	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3493	2026-07-31	SH600026	-0.05893603653101988	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3284	2026-07-31	SH601288	-0.0589487404419137	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1953	2026-07-31	SH600519	-0.058963093906641006	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4650	2026-07-31	SH601916	-0.05896827371088045	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4136	2026-07-31	SH601601	-0.05901526786914461	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2526	2026-07-31	SZ002027	-0.05907941646170273	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
787	2026-07-31	SH600233	-0.05915459946033079	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1125	2026-07-31	SH600919	-0.05917893350124359	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1482	2026-07-31	SH601328	-0.05917952209711075	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3129	2026-07-31	SZ001965	-0.05918188243894582	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4570	2026-07-31	SH688036	-0.05919919877543504	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4304	2026-07-31	SZ300628	-0.05920595894775548	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1270	2026-07-31	SH688036	-0.059251442551612854	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2473	2026-07-31	SH601939	-0.0592796772356738	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
2818	2026-07-31	SZ002230	-0.05932783148466759	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4155	2026-07-31	SH601825	-0.05938403759645607	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
307	2026-07-31	SZ000625	-0.05941349267959595	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3138	2026-07-31	SZ002594	-0.059452242245258094	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2782	2026-07-31	SZ300413	-0.05947973860123581	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4132	2026-07-31	SH601727	-0.05982925140094152	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2859	2026-07-31	SH600426	-0.05988407099815828	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3409	2026-07-31	SZ002920	-0.05988662369452535	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1085	2026-07-31	SH600309	-0.059921953827142715	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3300	2026-07-31	SH600000	-0.05996799178674481	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4338	2026-07-31	SZ002594	-0.060047637603394766	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
255	2026-07-31	SH601825	-0.060049086809158325	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4047	2026-07-31	SZ002415	-0.060194126727499214	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3439	2026-07-31	SZ002558	-0.0602333805188831	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1169	2026-07-31	SH601009	-0.0602455735206604	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1178	2026-07-31	SH601077	-0.06033136695623398	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1439	2026-07-31	SH601398	-0.060353416949510574	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2443	2026-07-31	SH603369	-0.0603557805781163	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1959	2026-07-31	SH600436	-0.060358677059412	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1378	2026-07-31	SH600741	-0.06040141358971596	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1151	2026-07-31	SH601872	-0.06047377735376358	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2605	2026-07-31	SH600039	-0.06049350105658839	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
287	2026-07-31	SH601229	-0.06058216840028763	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2565	2026-07-31	SH600436	-0.060624882281868686	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4756	2026-07-31	SH601825	-0.060686449611602446	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4326	2026-07-31	SZ002027	-0.060771926112417246	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2064	2026-07-31	SH601059	-0.06096890568733215	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2160	2026-07-31	SH688271	-0.061218228191137314	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4377	2026-07-31	SH600741	-0.06132113306375046	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
0	2026-07-31	SH600000	-0.0614202164665741	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1929	2026-07-31	SZ001979	-0.061424076557159424	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3907	2026-07-31	SZ000625	-0.061428731273710506	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3740	2026-07-31	SZ002558	-0.06165419215065041	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3316	2026-07-31	SZ000625	-0.0616881300322127	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1170	2026-07-31	SH601006	-0.06186969578266144	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3638	2026-07-31	SH603993	-0.062025197076413636	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
83	2026-07-31	SZ300251	-0.06214837729930878	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
122	2026-07-31	SZ002142	-0.06238356977701187	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
561	2026-07-31	SH601360	-0.062407806515693665	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
803	2026-07-31	SH600039	-0.062418966950883774	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3605	2026-07-31	SZ000425	-0.06251325691535668	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4243	2026-07-31	SH603369	-0.06251343395977577	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1775	2026-07-31	SH600938	-0.06262215971946716	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4383	2026-07-31	SH600585	-0.06264699756615406	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
614	2026-07-31	SZ000002	-0.06272433842782445	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1091	2026-07-31	SH600029	-0.06286285072565079	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3114	2026-07-31	SZ002311	-0.0629030316296875	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
984	2026-07-31	SZ300122	-0.06290954351425171	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
710	2026-07-31	SZ002920	-0.06292055549289426	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
578	2026-07-31	SH601077	-0.06304115056991577	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1633	2026-07-31	SZ002714	-0.06363468617200851	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
286	2026-07-31	SH601238	-0.06367760896682739	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1379	2026-07-31	SH600690	-0.06370916217565536	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3373	2026-07-31	SH601939	-0.06377460211635917	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2320	2026-07-31	SH600085	-0.06377831846475601	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
588	2026-07-31	SH601225	-0.06383300572633743	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2772	2026-07-31	SH605499	-0.06384316714555034	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3754	2026-07-31	SH600515	-0.06387988607357832	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2749	2026-07-31	SH601998	-0.06400368203975984	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
878	2026-07-31	SH601077	-0.06401413937894848	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3308	2026-07-31	SZ000333	-0.06405602103694834	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
761	2026-07-31	SH600415	-0.06406745900450854	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
295	2026-07-31	SH601127	-0.06408163160085678	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3684	2026-07-31	SZ300122	-0.06413453252453666	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
589	2026-07-31	SH601211	-0.06418681889772415	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
502	2026-07-31	SH600010	-0.06426801532506943	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4100	2026-07-31	SH600015	-0.06427426653442275	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3414	2026-07-31	SZ002311	-0.06436267304553524	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
869	2026-07-31	SH601009	-0.06437276976124054	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2839	2026-07-31	SZ002558	-0.06449823927920514	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
248	2026-07-31	SH601881	-0.06453608721494675	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1584	2026-07-31	SZ300122	-0.06459104269742966	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4534	2026-07-31	SZ000001	-0.06464411360646442	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2917	2026-07-31	SH600104	-0.06465398553312715	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2878	2026-07-31	SH600690	-0.06478547653285878	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1907	2026-07-31	SZ300498	-0.06479471176862717	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4635	2026-07-31	SZ002648	-0.06485338202900097	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2348	2026-07-31	SH601881	-0.06490480154752731	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1120	2026-07-31	SH600085	-0.06494347751140594	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1985	2026-07-31	SH600309	-0.0650036558508873	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
970	2026-07-31	SH688036	-0.06505196541547775	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2938	2026-07-31	SH601398	-0.06511650611500434	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3716	2026-07-31	SZ002304	-0.06513415658614011	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2241	2026-07-31	SZ002532	-0.06529797613620758	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1360	2026-07-31	SH600426	-0.065308578312397	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1027	2026-07-31	SZ002027	-0.06561613082885742	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2909	2026-07-31	SH600188	-0.06583587040157896	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3585	2026-07-31	SH601238	-0.06586207756626476	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2070	2026-07-31	SH601006	-0.06596878916025162	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2827	2026-07-31	SZ002001	-0.0659975220436268	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2297	2026-07-31	SH600019	-0.06602892279624939	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3343	2026-07-31	SH603369	-0.06611618895491007	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
928	2026-07-31	SZ000807	-0.0661223828792572	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1736	2026-07-31	SH601601	-0.06642734259366989	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1403	2026-07-31	SH600039	-0.06645278632640839	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3940	2026-07-31	SH603893	-0.06646005868202721	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3976	2026-07-31	SZ300413	-0.06646664724091991	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4103	2026-07-31	SH600039	-0.06659678525266746	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3995	2026-07-31	SZ301236	-0.06662429427189853	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
166	2026-07-31	SH600570	-0.06680690497159958	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2586	2026-07-31	SH600233	-0.0668111064175333	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
185	2026-07-31	SH600309	-0.06684276461601257	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3934	2026-07-31	SZ000001	-0.06690109211823417	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2247	2026-07-31	SZ002415	-0.06694923341274261	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4242	2026-07-31	SH603392	-0.06698647589405135	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1721	2026-07-31	SH600066	-0.06704647839069366	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3768	2026-07-31	SH600585	-0.06712532931968922	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1927	2026-07-31	SZ002027	-0.06714365631341934	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1195	2026-07-31	SH601127	-0.06722316145896912	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1860	2026-07-31	SH688271	-0.06743019819259644	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1720	2026-07-31	SH600085	-0.06745041906833649	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4367	2026-07-31	SH600570	-0.06746689130286182	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3773	2026-07-31	SH600845	-0.06761037705472897	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2804	2026-07-31	SZ300628	-0.06770355303702653	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1318	2026-07-31	SZ002236	-0.06775220483541489	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1859	2026-07-31	SH688303	-0.06785471737384796	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3131	2026-07-31	SZ002415	-0.06788577692662888	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3523	2026-07-31	SH601916	-0.06790576692365884	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
247	2026-07-31	SH601888	-0.06792021542787552	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2962	2026-07-31	SH601328	-0.06795763330128575	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1660	2026-07-31	SH600426	-0.06797884404659271	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
274	2026-07-31	SH600941	-0.06811560690402985	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1643	2026-07-31	SZ002475	-0.06813029944896698	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
887	2026-07-31	SH601229	-0.06814267525176446	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
265	2026-07-31	SH601058	-0.0682217925786972	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2159	2026-07-31	SH688303	-0.06825500726699829	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2759	2026-07-31	SH688271	-0.06836944407855791	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3159	2026-07-31	SH600426	-0.06844111551732295	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2379	2026-07-31	SH600918	-0.06848154217004776	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2383	2026-07-31	SH601319	-0.06854338943958282	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
583	2026-07-31	SH601319	-0.06875132769346237	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4187	2026-07-31	SH601229	-0.06877275806944347	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3686	2026-07-31	SZ300033	-0.06884881448462989	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2321	2026-07-31	SH600066	-0.06890042126178741	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1966	2026-07-31	SH600570	-0.06890200078487396	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3139	2026-07-31	SZ002558	-0.06895636403362136	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3990	2026-07-31	SZ300124	-0.06904306917664906	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3877	2026-07-31	SH600926	-0.0690683652004925	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4010	2026-07-31	SZ002920	-0.06910654640546374	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3426	2026-07-31	SZ002027	-0.06914406701041043	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
750	2026-07-31	SH601916	-0.06917273278790237	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1284	2026-07-31	SZ300122	-0.06938149034976959	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1885	2026-07-31	SZ300059	-0.06941857933998108	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3560	2026-07-31	SH601360	-0.06947911434512861	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3818	2026-07-31	SH600104	-0.06962861403617092	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3984	2026-07-31	SZ300122	-0.0697144394955274	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2737	2026-07-31	SH688472	-0.0698017313492722	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1174	2026-07-31	SH600941	-0.06996296346187592	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4239	2026-07-31	SH603893	-0.07008127291157099	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
741	2026-07-31	SZ002532	-0.07044068533117087	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1116	2026-07-31	SH600115	-0.07048943638801575	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1984	2026-07-31	SH600346	-0.070511594414711	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2260	2026-07-31	SH600426	-0.0705828070640564	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
5	2026-07-31	SZ000425	-0.07061021775007248	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3404	2026-07-31	SZ300628	-0.07061098460016628	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3690	2026-07-31	SZ300124	-0.07090208859098548	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2083	2026-07-31	SH601319	-0.07092901319265366	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2183	2026-07-31	SZ300251	-0.07098820060491562	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2047	2026-07-31	SH601888	-0.07111577689647675	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2905	2026-07-31	SH600039	-0.07123739239626733	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
34	2026-07-31	SZ000001	-0.07133489102125168	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2215	2026-07-31	SZ002311	-0.07133521139621735	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2301	2026-07-31	SH600011	-0.07139182835817337	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1410	2026-07-31	SH600188	-0.07144393026828766	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1485	2026-07-31	SH601288	-0.07146041840314865	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2578	2026-07-31	SH600690	-0.07148000802597951	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
4269	2026-07-31	SH688036	-0.07170749081747249	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
216	2026-07-31	SH600115	-0.07173297554254532	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3134	2026-07-31	SZ002648	-0.0718183270796719	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1803	2026-07-31	SZ000568	-0.07186311483383179	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2055	2026-07-31	SH601825	-0.07192899286746979	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1075	2026-07-31	SH600803	-0.07198571413755417	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2923	2026-07-31	SH601916	-0.072007533499901	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
360	2026-07-31	SH688271	-0.07210174947977066	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1207	2026-07-31	SZ000625	-0.07223189622163773	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
983	2026-07-31	SZ300251	-0.07230869680643082	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2343	2026-07-31	SH601788	-0.07231728732585907	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3902	2026-07-31	SZ000596	-0.07240126544374492	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
481	2026-07-31	SH600660	-0.07260791957378387	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
303	2026-07-31	SZ000568	-0.07269695401191711	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4419	2026-07-31	SH600085	-0.07275857094252901	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4739	2026-07-31	SH601398	-0.07278924887633255	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
686	2026-07-31	SZ300033	-0.07284605238743416	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3800	2026-07-31	SH600015	-0.0729334837474536	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4315	2026-07-31	SZ002304	-0.07293723861695667	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1515	2026-07-31	SZ000333	-0.07301964610815048	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1259	2026-07-31	SH688303	-0.07307969033718109	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
288	2026-07-31	SH601225	-0.07317399233579636	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4121	2026-07-31	SH600066	-0.0733057868070123	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4435	2026-07-31	SH601601	-0.07334494565439922	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3814	2026-07-31	SH600150	-0.07349661438234281	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2	2026-07-31	SZ000596	-0.07399317622184753	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2318	2026-07-31	SH600104	-0.07400855422019958	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
885	2026-07-31	SH601288	-0.0740881159018946	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3959	2026-07-31	SH688303	-0.0741310401912995	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1973	2026-07-31	SH600845	-0.0741618201136589	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1188	2026-07-31	SH601225	-0.07416773587465286	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2253	2026-07-31	SH600519	-0.07418715953826904	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
547	2026-07-31	SH601888	-0.07425052672624588	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4605	2026-07-31	SZ300628	-0.07425514681601135	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
305	2026-07-31	SZ000425	-0.07430046051740646	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4273	2026-07-31	SH601939	-0.07438285477441589	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3115	2026-07-31	SZ002304	-0.07444814358667853	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3603	2026-07-31	SZ000568	-0.07448109433187265	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3285	2026-07-31	SH601238	-0.07458840250027303	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2099	2026-07-31	SZ302132	-0.0745912492275238	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
905	2026-07-31	SZ000425	-0.07479535788297653	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3643	2026-07-31	SH603392	-0.07481423884285311	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1723	2026-07-31	SH601919	-0.0748225748538971	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1305	2026-07-31	SZ300628	-0.07500030100345612	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3043	2026-07-31	SH603369	-0.07504930651188249	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1335	2026-07-31	SZ002648	-0.07509396970272064	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1154	2026-07-31	SH601838	-0.0754278227686882	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4500	2026-07-31	SH600000	-0.07542915739686903	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
254	2026-07-31	SH601838	-0.07565740495920181	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
14	2026-07-31	SZ000002	-0.07566612213850021	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
343	2026-07-31	SH603392	-0.07567944377660751	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
184	2026-07-31	SH600346	-0.0758160725235939	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2357	2026-07-31	SH601816	-0.07582548260688782	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2219	2026-07-31	SZ002230	-0.075826495885849	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1883	2026-07-31	SZ300251	-0.0758291631937027	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1299	2026-07-31	SZ300866	-0.07589047402143478	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3359	2026-07-31	SH688271	-0.07591978218574186	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3294	2026-07-31	SH601127	-0.0759364673606345	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3914	2026-07-31	SZ000002	-0.07604949152371174	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
695	2026-07-31	SZ301236	-0.07637751714789807	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3174	2026-07-31	SH600803	-0.07639337812484844	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4035	2026-07-31	SZ002648	-0.0765636283961085	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
674	2026-07-31	SZ001965	-0.07667562467735844	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
4118	2026-07-31	SH600104	-0.07670851132957028	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4137	2026-07-31	SH601600	-0.07677825756079859	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4494	2026-07-31	SH601127	-0.07691406628372541	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
1982	2026-07-31	SH600600	-0.07697604596614838	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3431	2026-07-31	SZ002415	-0.07703720308094154	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2867	2026-07-31	SH600570	-0.0770399295885047	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
269	2026-07-31	SH601009	-0.07717843353748322	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3223	2026-07-31	SH601916	-0.0773626236325434	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2907	2026-07-31	SH600219	-0.07744684257109169	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4081	2026-07-31	SH600660	-0.07753652734549447	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1060	2026-07-31	SH600426	-0.07754231244325638	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1186	2026-07-31	SH601238	-0.07759687304496765	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3550	2026-07-31	SH601872	-0.07776471102094676	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2227	2026-07-31	SZ002027	-0.07793384790420532	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
278	2026-07-31	SH601077	-0.0780692920088768	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4139	2026-07-31	SH601398	-0.07821214960631409	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2794	2026-07-31	SZ301236	-0.0782526501888779	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3657	2026-07-31	SH688472	-0.07831642016120124	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3750	2026-07-31	SH601916	-0.07832131440982872	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2798	2026-07-31	SZ300866	-0.0784173308770816	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
221	2026-07-31	SH600066	-0.07848159223794937	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4055	2026-07-31	SH600489	-0.07856785090788665	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4647	2026-07-31	SZ002415	-0.07860633275905418	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4075	2026-07-31	SH600803	-0.07866852802501365	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3364	2026-07-31	SH688111	-0.07889748360595594	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1340	2026-07-31	SZ002558	-0.0789058655500412	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
302	2026-07-31	SZ000596	-0.07892770320177078	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1534	2026-07-31	SZ000001	-0.07897473126649857	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3209	2026-07-31	SH600188	-0.07900115037740353	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3839	2026-07-31	SH601398	-0.07908593925424945	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2960	2026-07-31	SH601360	-0.07915691985345977	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
3509	2026-07-31	SH600188	-0.07923331860543908	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
359	2026-07-31	SH688303	-0.07936795055866241	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3998	2026-07-31	SZ300896	-0.07936856625695705	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2831	2026-07-31	SZ002415	-0.079563568245074	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2074	2026-07-31	SH600941	-0.07956942170858383	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2739	2026-07-31	SH603893	-0.07958073217336276	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2300	2026-07-31	SH600015	-0.07960369437932968	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
882	2026-07-31	SH601328	-0.0797662000570212	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1147	2026-07-31	SH601888	-0.07977146655321121	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1805	2026-07-31	SZ000425	-0.07980634272098541	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
447	2026-07-31	SZ002415	-0.08001356571912766	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2769	2026-07-31	SH688036	-0.08012739000678247	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1260	2026-07-31	SH688271	-0.08013884723186493	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
28	2026-07-31	SZ000807	-0.08021707832813263	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3729	2026-07-31	SZ001979	-0.08032322579412524	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3764	2026-07-31	SH600362	-0.08034476787344617	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
554	2026-07-31	SH601838	-0.08035994321107864	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3104	2026-07-31	SZ300628	-0.08055050640715755	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
37	2026-07-31	SH688506	-0.08056481182575226	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1874	2026-07-31	SZ001965	-0.08057097345590591	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
581	2026-07-31	SH601111	-0.08058815449476242	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
118	2026-07-31	SZ002236	-0.08061514049768448	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3634	2026-07-31	SZ000001	-0.08085926410540466	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3008	2026-07-31	SZ000333	-0.08093118690265712	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4005	2026-07-31	SZ300628	-0.0811129651501731	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4334	2026-07-31	SZ002648	-0.0811625933487046	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2092	2026-07-31	SH601166	-0.08133086562156677	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3766	2026-07-31	SH600570	-0.08145509524314656	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
903	2026-07-31	SZ000568	-0.08148635178804398	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3459	2026-07-31	SH600426	-0.08149058413020197	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
3	2026-07-31	SZ000568	-0.08151064068078995	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1507	2026-07-31	SZ000625	-0.08152610063552856	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
587	2026-07-31	SH601229	-0.08171643316745758	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
934	2026-07-31	SZ000001	-0.0818302258849144	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
914	2026-07-31	SZ000002	-0.08188828080892563	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1947	2026-07-31	SZ002415	-0.0818990170955658	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4050	2026-07-31	SH601916	-0.08230114319906816	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
105	2026-07-31	SZ300628	-0.08235514909029007	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
137	2026-07-31	SZ002602	-0.08243517577648163	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3950	2026-07-31	SH601998	-0.08246675981316315	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2873	2026-07-31	SH600809	-0.08255836305519991	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
2086	2026-07-31	SH601238	-0.08259092271327972	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
60	2026-07-31	SH688271	-0.0825921818614006	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
435	2026-07-31	SZ002648	-0.08265884965658188	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4450	2026-07-31	SH601872	-0.08267761208432962	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2386	2026-07-31	SH601238	-0.08279457688331604	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1635	2026-07-31	SZ002648	-0.08287185430526733	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2700	2026-07-31	SH600000	-0.08290242115422168	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
855	2026-07-31	SH601825	-0.08309976548930334	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
698	2026-07-31	SZ300896	-0.0831306990351533	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2025	2026-07-31	SH600919	-0.08316483348608017	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3670	2026-07-31	SH688036	-0.08332510228661569	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
52	2026-07-31	SH601988	-0.08352150022983551	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2032	2026-07-31	SH601727	-0.08355649560689926	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1933	2026-07-31	SZ002714	-0.08361180871725082	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4114	2026-07-31	SH600150	-0.0837117551873765	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1870	2026-07-31	SH688036	-0.08384234458208084	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
569	2026-07-31	SH601009	-0.08395843207836151	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
516	2026-07-31	SH600115	-0.08403780311346054	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3505	2026-07-31	SH600039	-0.08410222582211375	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
892	2026-07-31	SH601166	-0.08421990438512325	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
315	2026-07-31	SZ000333	-0.08432605862617493	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3398	2026-07-31	SZ300866	-0.08457833671841103	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4019	2026-07-31	SZ002230	-0.084666397505307	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3167	2026-07-31	SH600570	-0.08468839032476433	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1037	2026-07-31	SZ002602	-0.08468946814537048	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
460	2026-07-31	SH600426	-0.08495895564556122	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2109	2026-07-31	SZ000301	-0.08496830612421036	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
582	2026-07-31	SH601328	-0.08499307930469513	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2829	2026-07-31	SZ001965	-0.08502479581461517	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1018	2026-07-31	SZ002236	-0.08502925932407379	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2764	2026-07-31	SH688111	-0.085277357067688	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
4417	2026-07-31	SH600104	-0.08536931631914706	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2694	2026-07-31	SH601127	-0.08545389981457213	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
385	2026-07-31	SZ300059	-0.08550114929676056	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
175	2026-07-31	SH600803	-0.08559168875217438	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2018	2026-07-31	SH600104	-0.08560830354690552	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
370	2026-07-31	SH688036	-0.08565136045217514	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2295	2026-07-31	SH600025	-0.08568800240755081	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2773	2026-07-31	SH601939	-0.08574732465890832	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
352	2026-07-31	SH601988	-0.085777148604393	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4037	2026-07-31	SZ002602	-0.08591327277077315	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4202	2026-07-31	SZ000568	-0.08630683348642668	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4484	2026-07-31	SH601288	-0.08637290647490216	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4648	2026-07-31	SH601939	-0.08637821304285415	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1828	2026-07-31	SZ000807	-0.0864153578877449	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
289	2026-07-31	SH601211	-0.0864206999540329	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
159	2026-07-31	SH600436	-0.08642389625310898	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1041	2026-07-31	SZ002532	-0.08649660646915436	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3905	2026-07-31	SZ000425	-0.08654409311885278	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2304	2026-07-31	SH600900	-0.08663836866617203	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3665	2026-07-31	SH688111	-0.08705007585422717	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2170	2026-07-31	SH688036	-0.08723235130310059	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
874	2026-07-31	SH600941	-0.08734642225186375	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3219	2026-07-31	SH600085	-0.08738233208640622	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
952	2026-07-31	SH601988	-0.08780360966920853	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
466	2026-07-31	SH600570	-0.0878724604845047	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4264	2026-07-31	SH688111	-0.08794145258173362	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3297	2026-07-31	SH601088	-0.08813220793914818	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1274	2026-07-31	SZ001965	-0.0882502868771553	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
400	2026-07-31	SZ300832	-0.08876080065965652	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1616	2026-07-31	SZ002304	-0.08880004286766052	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
839	2026-07-31	SH601398	-0.08896642459595544	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3098	2026-07-31	SZ300866	-0.08920147323202543	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4374	2026-07-31	SH600803	-0.08929752757664182	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3916	2026-07-31	SZ000630	-0.08953592623113338	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
705	2026-07-31	SZ300628	-0.08959190863515415	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2001	2026-07-31	SH600011	-0.08963258564472198	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1815	2026-07-31	SZ000333	-0.0896407887339592	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
218	2026-07-31	SH600104	-0.08965117484331131	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1710	2026-07-31	SH600188	-0.08975867927074432	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4709	2026-07-31	SH600188	-0.08993050047069061	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3066	2026-07-31	SH688072	-0.09002879407929747	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
135	2026-07-31	SZ002648	-0.09010881185531616	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2105	2026-07-31	SZ000425	-0.09028404951095581	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1182	2026-07-31	SH601328	-0.09034516662359238	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2235	2026-07-31	SZ002648	-0.09046667069196701	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
586	2026-07-31	SH601238	-0.09062150865793228	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
314	2026-07-31	SZ000002	-0.09063192456960678	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1035	2026-07-31	SZ002648	-0.09082528948783875	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3747	2026-07-31	SZ002415	-0.09088369096007884	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1809	2026-07-31	SZ000301	-0.09106279164552689	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3919	2026-07-31	SZ001280	-0.09120836112772288	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2117	2026-07-31	SZ000651	-0.0915379673242569	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1522	2026-07-31	SZ000977	-0.09161975979804993	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4786	2026-07-31	SH601238	-0.09182838633164066	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2391	2026-07-31	SH601169	-0.09184101223945618	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
774	2026-07-31	SH600809	-0.0918802203152042	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1375	2026-07-31	SH600803	-0.09189853072166443	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2296	2026-07-31	SH600023	-0.0919240340590477	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
160	2026-07-31	SH600426	-0.09197307378053665	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3059	2026-07-31	SH688271	-0.09203732556792157	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1960	2026-07-31	SH600426	-0.09221251308917999	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1678	2026-07-31	SH600741	-0.09231816232204437	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1048	2026-07-31	SH600000	-0.09236301481723785	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1761	2026-07-31	SH601360	-0.09239087998867035	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1480	2026-07-31	SH601088	-0.09269791096448898	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1610	2026-07-31	SZ002920	-0.09269942343235016	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1703	2026-07-31	SH600039	-0.0927339643239975	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1988	2026-07-31	SH600036	-0.09296242147684097	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1349	2026-07-31	SH601939	-0.09307234734296799	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
4378	2026-07-31	SH600690	-0.09311533603141627	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3465	2026-07-31	SH600436	-0.09319218399225448	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4174	2026-07-31	SH600941	-0.09321516708304638	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1000	2026-07-31	SZ300832	-0.09335789829492569	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2088	2026-07-31	SH601225	-0.09355297684669495	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
915	2026-07-31	SZ000333	-0.09366779029369354	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
459	2026-07-31	SH600436	-0.09427183866500854	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1570	2026-07-31	SH688036	-0.09428366273641586	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
383	2026-07-31	SZ300251	-0.09463881701231003	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4405	2026-07-31	SH600039	-0.09464965832358888	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3205	2026-07-31	SH600039	-0.09488536387947306	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
599	2026-07-31	SH600000	-0.09493647515773773	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3861	2026-07-31	SH601360	-0.09501321043716095	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
3126	2026-07-31	SZ002027	-0.09507446006722482	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1560	2026-07-31	SH688271	-0.0952531173825264	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
328	2026-07-31	SZ000807	-0.09535974264144897	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3983	2026-07-31	SZ300251	-0.09542673494740461	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
473	2026-07-31	SH600845	-0.095530666410923	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
334	2026-07-31	SZ000001	-0.09627535939216614	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2331	2026-07-31	SH601658	-0.0962943285703659	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3938	2026-07-31	SH603993	-0.0963019307109298	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
15	2026-07-31	SZ000333	-0.09632160514593124	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
960	2026-07-31	SH688271	-0.09637420624494553	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3002	2026-07-31	SZ000568	-0.09639719092295444	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4060	2026-07-31	SH600426	-0.0967575300378701	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
760	2026-07-31	SH600426	-0.09679522740005186	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1423	2026-07-31	SH601919	-0.09692318737506866	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
655	2026-07-31	SH605499	-0.0973846508309934	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
3480	2026-07-31	SH600660	-0.09814918972259594	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
405	2026-07-31	SZ300628	-0.09817031025886536	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4073	2026-07-31	SH600845	-0.09821660421354136	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2078	2026-07-31	SH601077	-0.09838440269231796	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3749	2026-07-31	SH601939	-0.09844163634737818	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4059	2026-07-31	SH600436	-0.09871218328753582	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1941	2026-07-31	SZ002532	-0.09882274270057678	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
365	2026-07-31	SH688111	-0.09897768497467041	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3710	2026-07-31	SZ002920	-0.09901418752590524	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1316	2026-07-31	SZ002304	-0.09961804747581482	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1540	2026-07-31	SH603893	-0.09977088123559952	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2185	2026-07-31	SZ300059	-0.09986218810081482	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
141	2026-07-31	SZ002532	-0.0999356359243393	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
605	2026-07-31	SZ000425	-0.10001663563509615	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1900	2026-07-31	SZ300832	-0.10007946938276291	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4119	2026-07-31	SH600089	-0.1004033307540601	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2377	2026-07-31	SH600926	-0.10053682327270508	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1066	2026-07-31	SH600570	-0.10088247060775757	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3955	2026-07-31	SH605499	-0.10097104012577951	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1059	2026-07-31	SH600436	-0.10097122192382812	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1981	2026-07-31	SH600660	-0.10097604990005493	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3974	2026-07-31	SZ001965	-0.10111919903551908	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2347	2026-07-31	SH601888	-0.1013873815536499	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1918	2026-07-31	SZ002236	-0.10154625028371811	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
902	2026-07-31	SZ000596	-0.1021636426448822	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3775	2026-07-31	SH600803	-0.10228775990823415	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
282	2026-07-31	SH601328	-0.10235849022865295	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3073	2026-07-31	SH601939	-0.10250681344755751	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1110	2026-07-31	SH600188	-0.10261056572198868	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1681	2026-07-31	SH600660	-0.1028081476688385	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4201	2026-07-31	SZ000596	-0.1028586004456104	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
100	2026-07-31	SZ300832	-0.10292898118495941	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4198	2026-07-31	SH600000	-0.10294167744072633	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
580	2026-07-31	SH601088	-0.1029692068696022	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2054	2026-07-31	SH601838	-0.10316736251115799	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1979	2026-07-31	SH600690	-0.10341505706310272	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
448	2026-07-31	SH600000	-0.10346617549657822	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3486	2026-07-31	SH600233	-0.10355386145363597	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2356	2026-07-31	SH601818	-0.10358387976884842	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
749	2026-07-31	SH601939	-0.10363152453256011	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
518	2026-07-31	SH600104	-0.1040911078453064	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1650	2026-07-31	SH601916	-0.10413410514593124	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
418	2026-07-31	SZ002236	-0.10421853512525558	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1544	2026-07-31	SH603369	-0.10426752269268036	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1649	2026-07-31	SH601939	-0.10443592071533203	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1486	2026-07-31	SH601238	-0.10444066673517227	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3986	2026-07-31	SZ300033	-0.10454391737562291	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3885	2026-07-31	SH601288	-0.10482519923501181	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
407	2026-07-31	SZ300498	-0.10528438538312912	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
70	2026-07-31	SH688036	-0.10559351742267609	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
210	2026-07-31	SH600188	-0.10593071579933167	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1503	2026-07-31	SZ000568	-0.10596436262130737	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4599	2026-07-31	SZ300866	-0.10623889438996066	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2261	2026-07-31	SH600415	-0.10624094307422638	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1074	2026-07-31	SH600809	-0.10647185146808624	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3149	2026-07-31	SH601919	-0.10660191025934121	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2573	2026-07-31	SH600809	-0.10680615534610953	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	0bc02d248faa483fa1c57eaaf0718299	0.053
1647	2026-07-31	SZ002415	-0.10718593746423721	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2392	2026-07-31	SH601166	-0.10786613821983337	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3395	2026-07-31	SZ301165	-0.10793181642923894	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4785	2026-07-31	SH601288	-0.10822002953395173	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1802	2026-07-31	SZ000596	-0.10852427780628204	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3759	2026-07-31	SH600436	-0.10853013223615673	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
779	2026-07-31	SH600690	-0.10863027035465139	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
1605	2026-07-31	SZ300628	-0.1088346615433693	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2146	2026-07-31	SH603288	-0.10892888158559799	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2218	2026-07-31	SZ002236	-0.1092100664973259	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1118	2026-07-31	SH600104	-0.10934194177389145	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1598	2026-07-31	SZ300896	-0.10935225337743759	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3507	2026-07-31	SH600219	-0.10957500861671127	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
4705	2026-07-31	SH600039	-0.10962102792248406	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1180	2026-07-31	SH601088	-0.10964585095643997	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3965	2026-07-31	SH688111	-0.10986465177989466	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2370	2026-07-31	SH601006	-0.11019539833068848	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4040	2026-07-31	SZ002558	-0.11020208809032864	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3016	2026-07-31	SZ000625	-0.11035313710537563	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4359	2026-07-31	SH600426	-0.11051972194674857	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3178	2026-07-31	SH600690	-0.11058309037316127	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
4560	2026-07-31	SH688271	-0.11154910162217495	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
350	2026-07-31	SH601998	-0.11201820522546768	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2395	2026-07-31	SH601127	-0.11241459846496582	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1185	2026-07-31	SH601288	-0.11247345060110092	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4064	2026-07-31	SH600362	-0.11343878880730804	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1987	2026-07-31	SH600233	-0.11349175125360489	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2069	2026-07-31	SH601009	-0.11357995867729187	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3217	2026-07-31	SH600104	-0.11378403600468975	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1366	2026-07-31	SH600570	-0.1137966737151146	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2299	2026-07-31	SH600016	-0.11393831670284271	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4678	2026-07-31	SH600690	-0.11421637297820605	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2335	2026-07-31	SH601607	-0.11437738686800003	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3039	2026-07-31	SH603893	-0.11458469741367996	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2282	2026-07-31	SH600600	-0.11477456986904144	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4048	2026-07-31	SH600000	-0.11517866189835951	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
280	2026-07-31	SH601088	-0.11518888175487518	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1202	2026-07-31	SZ000596	-0.11526273190975189	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3180	2026-07-31	SH600660	-0.11529019007487804	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1905	2026-07-31	SZ300628	-0.11540701985359192	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3803	2026-07-31	SH600039	-0.11577527414729331	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
437	2026-07-31	SZ002602	-0.11591281741857529	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1203	2026-07-31	SZ000568	-0.11592131853103638	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
441	2026-07-31	SZ002532	-0.11600519716739655	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1007	2026-07-31	SZ300498	-0.11633989959955215	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1935	2026-07-31	SZ002648	-0.11669854819774628	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1418	2026-07-31	SH600104	-0.11671973764896393	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2089	2026-07-31	SH601211	-0.11679869145154953	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4659	2026-07-31	SH600426	-0.11690017424443104	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
3014	2026-07-31	SZ000001	-0.11697555528064524	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
174	2026-07-31	SH600809	-0.11748071759939194	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4195	2026-07-31	SH601127	-0.11753242110091722	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3594	2026-07-31	SH601127	-0.11803065618474261	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2102	2026-07-31	SZ000596	-0.11817000806331635	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1786	2026-07-31	SH601238	-0.11821037530899048	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
474	2026-07-31	SH600809	-0.11846654117107391	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
107	2026-07-31	SZ300498	-0.11858822405338287	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1679	2026-07-31	SH600690	-0.11866900324821472	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1922	2026-07-31	SZ002142	-0.11891695857048035	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4161	2026-07-31	SH601360	-0.11912416506103578	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1240	2026-07-31	SH603893	-0.11947840452194214	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2250	2026-07-31	SH601916	-0.11959251761436462	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
285	2026-07-31	SH601288	-0.11969993263483047	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
4409	2026-07-31	SH600188	-0.11990510141262409	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
4680	2026-07-31	SH600660	-0.12014672452402408	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
2288	2026-07-31	SH600036	-0.12082840502262115	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4665	2026-07-31	SH600436	-0.12086183705208152	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4079	2026-07-31	SH600690	-0.12092784335207132	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4049	2026-07-31	SH601939	-0.12135083873164917	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
950	2026-07-31	SH601998	-0.12135136872529984	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2103	2026-07-31	SZ000568	-0.12150062620639801	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
133	2026-07-31	SZ002714	-0.12158108502626419	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2984	2026-07-31	SH601288	-0.12165213184814941	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1381	2026-07-31	SH600660	-0.12185088545084	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2886	2026-07-31	SH600233	-0.12203564266903685	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	f74a317b4df9443a8a51498791937bb6	0.162
1974	2026-07-31	SH600809	-0.12247726321220398	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
433	2026-07-31	SZ002714	-0.12270966172218323	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3250	2026-07-31	SH601872	-0.12271264761650658	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2310	2026-07-31	SH600188	-0.1229141503572464	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4259	2026-07-31	SH688271	-0.1229275136998348	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
55	2026-07-31	SH605499	-0.12299956381320953	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
585	2026-07-31	SH601288	-0.12391163408756256	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3478	2026-07-31	SH600690	-0.1239718291819218	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
1033	2026-07-31	SZ002714	-0.1242428719997406	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4087	2026-07-31	SH600233	-0.12443261344788205	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
595	2026-07-31	SH601127	-0.12516608834266663	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1718	2026-07-31	SH600104	-0.12532557547092438	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1252	2026-07-31	SH601988	-0.12569774687290192	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
539	2026-07-31	SH601398	-0.12592075765132904	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2115	2026-07-31	SZ000333	-0.1268121749162674	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3960	2026-07-31	SH688271	-0.12820184469623477	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
1327	2026-07-31	SZ002027	-0.12909239530563354	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2279	2026-07-31	SH600690	-0.1300329715013504	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1798	2026-07-31	SH600000	-0.13025516271591187	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1675	2026-07-31	SH600803	-0.13052190840244293	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
3660	2026-07-31	SH688271	-0.13060736408722728	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2200	2026-07-31	SZ300832	-0.130910724401474	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2398	2026-07-31	SH600000	-0.1311308034584469	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
149	2026-07-31	SH601939	-0.13115812838077545	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
3895	2026-07-31	SH601127	-0.13186837073532587	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4074	2026-07-31	SH600809	-0.13216547143158058	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4182	2026-07-31	SH601328	-0.1322695910468345	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2259	2026-07-31	SH600436	-0.13267533481121063	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1852	2026-07-31	SH601988	-0.13280990719795227	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2087	2026-07-31	SH601229	-0.13285325467586517	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3886	2026-07-31	SH601238	-0.13299224885107908	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
4066	2026-07-31	SH600570	-0.13300691961027988	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
3064	2026-07-31	SH688111	-0.13327445370898772	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1139	2026-07-31	SH601398	-0.13351406157016754	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
2140	2026-07-31	SH603893	-0.1337599903345108	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
4298	2026-07-31	SZ300866	-0.13456926996305824	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3760	2026-07-31	SH600426	-0.13492185731943893	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
50	2026-07-31	SH601998	-0.13524049520492554	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1234	2026-07-31	SZ000001	-0.13547851145267487	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
3473	2026-07-31	SH600809	-0.13551858683726947	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	32d9ba79a91b4bc8beec3c52602889cf	0.063
2281	2026-07-31	SH600660	-0.13571850955486298	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3999	2026-07-31	SZ300866	-0.13581025573450486	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4110	2026-07-31	SH600188	-0.13625039756701124	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
2355	2026-07-31	SH601825	-0.13677963614463806	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
955	2026-07-31	SH605499	-0.13795062899589539	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
239	2026-07-31	SH601398	-0.13887451589107513	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
510	2026-07-31	SH600188	-0.13962917029857635	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
3186	2026-07-31	SH600233	-0.13995196439830665	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3779	2026-07-31	SH600690	-0.1400218506522426	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1049	2026-07-31	SH601939	-0.14017947018146515	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
3810	2026-07-31	SH600188	-0.14023912886342826	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
355	2026-07-31	SH605499	-0.14040851593017578	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2364	2026-07-31	SH601059	-0.1415717601776123	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
895	2026-07-31	SH601127	-0.14166770767967168	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	d32710360bd44380a4ce2c3aa5833018	0.015
2082	2026-07-31	SH601328	-0.14238499104976654	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3001	2026-07-31	SZ000596	-0.14245563199148709	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
1840	2026-07-31	SH603893	-0.14380064606666565	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2274	2026-07-31	SH600809	-0.1457274705171585	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3781	2026-07-31	SH600660	-0.145779409902086	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2380	2026-07-31	SH601088	-0.14625276625156403	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2080	2026-07-31	SH601088	-0.14665758609771729	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1850	2026-07-31	SH601998	-0.1475531905889511	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2388	2026-07-31	SH601225	-0.14761072397232056	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1834	2026-07-31	SZ000001	-0.14822207391262054	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
487	2026-07-31	SH600233	-0.1486031413078308	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
4686	2026-07-31	SH600233	-0.1486568407955013	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
1899	2026-07-31	SZ300866	-0.1490660011768341	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1087	2026-07-31	SH600233	-0.14961692690849304	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
449	2026-07-31	SH601939	-0.14966072142124176	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
1599	2026-07-31	SZ300866	-0.14997370541095734	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4365	2026-07-31	SH600436	-0.15058259894000142	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
999	2026-07-31	SZ300866	-0.15068750083446503	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
4673	2026-07-31	SH600809	-0.15261005126408694	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	2953612c970947d094de377c1c5269b3	0.067
4185	2026-07-31	SH601288	-0.15457369597218598	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	dffa35fd443d4759b894848f4ed20f8b	0.153
4380	2026-07-31	SH600660	-0.15477920464037345	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2039	2026-07-31	SH601398	-0.15538595616817474	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
99	2026-07-31	SZ300866	-0.15538755059242249	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2325	2026-07-31	SH600919	-0.15602925419807434	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3173	2026-07-31	SH600809	-0.1567353459951931	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2010	2026-07-31	SH600188	-0.157048299908638	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2354	2026-07-31	SH601838	-0.15958631038665771	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2095	2026-07-31	SH601127	-0.16195107996463776	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
1659	2026-07-31	SH600436	-0.16326159238815308	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
187	2026-07-31	SH600233	-0.16382266581058502	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
1374	2026-07-31	SH600809	-0.16426755487918854	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2174	2026-07-31	SZ001965	-0.16457201540470123	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3787	2026-07-31	SH600233	-0.16640162106222617	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
2222	2026-07-31	SZ002142	-0.1681014895439148	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
3774	2026-07-31	SH600809	-0.1707991076029134	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1627	2026-07-31	SZ002027	-0.1719164252281189	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1674	2026-07-31	SH600809	-0.17270192503929138	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1855	2026-07-31	SH605499	-0.1732928454875946	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
3165	2026-07-31	SH600436	-0.17449886730948014	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
3699	2026-07-31	SZ300866	-0.1750715720001777	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	cde050b18fee4a378d3ff7e524782fce	0.057
1596	2026-07-31	SZ301165	-0.17727582156658173	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
4386	2026-07-31	SH600233	-0.1774271186194818	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
2205	2026-07-31	SZ300628	-0.1778416931629181	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2085	2026-07-31	SH601288	-0.17894195020198822	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2374	2026-07-31	SH600941	-0.17894557118415833	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2248	2026-07-31	SH600000	-0.1810198277235031	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2237	2026-07-31	SZ002602	-0.18419045209884644	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2150	2026-07-31	SH601998	-0.18436767160892487	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1937	2026-07-31	SZ002602	-0.184723898768425	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
399	2026-07-31	SZ300866	-0.18571233749389648	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
940	2026-07-31	SH603893	-0.18738266825675964	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
340	2026-07-31	SH603893	-0.19040769338607788	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
2199	2026-07-31	SZ300866	-0.19248028099536896	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1949	2026-07-31	SH601939	-0.19573168456554413	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
4373	2026-07-31	SH600809	-0.19652415905022858	EXP_LGBModel_Alpha158_csi300_custom_step0_s_20260801_12	9131cb9aa8e34bb2bb082c429b166bd6	0.053
3095	2026-07-31	SZ301165	-0.19675633758781932	EXP_CatBoostModel_Alpha158_csi300_custom_step0_s_20260801_12	62c73cd36f364fbcb07d91edc4d29e59	0.053
2378	2026-07-31	SH601077	-0.1975111961364746	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2387	2026-07-31	SH601229	-0.19758550822734833	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1387	2026-07-31	SH600233	-0.1988176852464676	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
40	2026-07-31	SH603893	-0.19939273595809937	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
2134	2026-07-31	SZ000001	-0.20033909380435944	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2155	2026-07-31	SH605499	-0.20104551315307617	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2369	2026-07-31	SH601009	-0.2043667733669281	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1502	2026-07-31	SZ000596	-0.20487907528877258	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1451	2026-07-31	SH601872	-0.20729534327983856	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
1565	2026-07-31	SH688111	-0.2120579481124878	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1795	2026-07-31	SH601127	-0.21480028331279755	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
2339	2026-07-31	SH601398	-0.2348112165927887	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1359	2026-07-31	SH600436	-0.23805664479732513	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
2152	2026-07-31	SH601988	-0.2532449960708618	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2382	2026-07-31	SH601328	-0.26088717579841614	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2249	2026-07-31	SH601939	-0.293889582157135	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
2385	2026-07-31	SH601288	-0.3334999084472656	EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023
1687	2026-07-31	SH600233	-0.36106622219085693	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	bab17f46280043d596f06f3af43dcef4	0.053
1296	2026-07-31	SZ301165	-0.40850016474723816	EXP_XGBModel_Alpha158_csi300_custom_step0_s_20260801_12	6ad094d1fd15478c835235ffd1272e90	0.056
67	2026-07-31	SH688072		EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	1eb10ba8add04f53ad2a7d94b67a95ee	0.033
367	2026-07-31	SH688072		EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	ff3a61a644f94cde87ba7dea3775ea80	0.052
967	2026-07-31	SH688072		EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	3f660c3aecdc422591ce961397ed3cbf	0.03
1867	2026-07-31	SH688072		EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	a5e160860a974b2dad47b82ad5438e30	0.078
2167	2026-07-31	SH688072		EXP_LinearModel_Alpha158_csi300_custom_step0_s_20260801_12	344d6b0b50074dd185082e0a510436a5	0.023

total ​

params ​

model info ​

total.csv ​

total

params

model info

total.csv