ml4t/diagnostic/AGENT.md,sha256=la4PppAQaSK5NrdDzLUalzhqRm6Gxdzr8A5Dxh8M9pI,756
ml4t/diagnostic/__init__.py,sha256=hIYD8t5DM8_4lr4aH7tN7YeeXSgIFgVGCOpDQ13FoNY,4495
ml4t/diagnostic/py.typed,sha256=qww23I-O7yv_Kf5Wu2UW3r8K1Vd12UDESBl5tmzRSI0,60
ml4t/diagnostic/backends/__init__.py,sha256=4V4FS_OcwUkb7ouFjjey9bFgYaK3v21yCnxW_eRs7Bc,348
ml4t/diagnostic/backends/adapter.py,sha256=YFKRacjCpjB0mUmJp293TWZVRglZqYeClt94I5aLt-4,6381
ml4t/diagnostic/backends/polars_backend.py,sha256=P1X6ewYc6dLbdwNo9oH12B09MGZnu59gbStJ2cwOAoc,29042
ml4t/diagnostic/caching/__init__.py,sha256=skpAxKhpta0LFhRDup9Q-rticbdMaU2g_i_8W0swN6o,1155
ml4t/diagnostic/caching/cache.py,sha256=TWADLG1-riTezvfB-nuo1B-qf_otgn0l2tmI-fRiRwc,9803
ml4t/diagnostic/caching/decorators.py,sha256=FTDyH1Eiit70ODCL0QdroEsPNK6Xr2h0VoaIydKd-Go,3982
ml4t/diagnostic/caching/smart_cache.py,sha256=Vnx5rjSVA8XRtKYFgke2r3ky9ALUlr1NHbw-BfqnkKQ,10128
ml4t/diagnostic/config/AGENT.md,sha256=-FKIWpXbJk7ptMZM268OYnZnGmHtUu2zdazV1JXdSBk,985
ml4t/diagnostic/config/README.md,sha256=k8Dt1uRdiwQhVFZAVEjhxrz776qCAsEzic8gBfmJkdY,6671
ml4t/diagnostic/config/__init__.py,sha256=N823CkA5RC_d8eWR_ofVmYmVZ_wAQy6l7QBxVV3Dxq0,5993
ml4t/diagnostic/config/barrier_config.py,sha256=zv9k9r31NNbUo07CBTIXECss_7eseGM6Z3_Oz6JtMAo,8707
ml4t/diagnostic/config/base.py,sha256=JcAMEMsC5aHAIu8fiBh9Gi1roG0b1z-VcAAqvXXF1us,9822
ml4t/diagnostic/config/event_config.py,sha256=fFvNcEGbUEXSTrNy1QLMft2IVJACggN7jWvFSFIs4mE,4533
ml4t/diagnostic/config/feature_config.py,sha256=RpG3yi07As8qUM-mXa-GK76_LrQbMMtl0GaYNOZFxPw,17539
ml4t/diagnostic/config/multi_signal_config.py,sha256=oirk1gK7IuCt0WUNbDs-aAS7DC8sQ-e3HWVC_-q7sWY,2118
ml4t/diagnostic/config/portfolio_config.py,sha256=bP7YvitP4gsWuS65qcfhtYD6Gm8XD0JoYG4X6KbNKdw,8214
ml4t/diagnostic/config/report_config.py,sha256=WMGC2NyZVuIMoX-SJG4h_9qr89z2agvtjtdGjEOVlDQ,14264
ml4t/diagnostic/config/sharpe_config.py,sha256=J_xN5wQfEgJST-XHE-3tlMV9zIzABKJMmDaGxJZsKNI,7332
ml4t/diagnostic/config/signal_config.py,sha256=vKkeR6AE05imT6S8vmsqHcX-uxbm5Otjv_say0x1BW8,8781
ml4t/diagnostic/config/trade_analysis_config.py,sha256=BB3Lhg_MScvOraIPaL2H_iUjjLRHU5s47_bamci-YQU,11908
ml4t/diagnostic/config/validation.py,sha256=1iM4djSZbmWPLjqgOGyFIFWZHvSLRP1KMSU5vVdQf20,6395
ml4t/diagnostic/core/__init__.py,sha256=KWwdwnMpOHnR4nRA98gPpglhlCgj0xjG_c2z8l-_G6Y,765
ml4t/diagnostic/core/numba_utils.py,sha256=n5I9eVKU8CxMbxny_mYX8Fian5266-EPvELx6Nhoo3I,8139
ml4t/diagnostic/core/purging.py,sha256=WiCUUb1iXkuJTNzUxQaFjOgKc9WA_SmRxmfVjV8sv00,15132
ml4t/diagnostic/core/sampling.py,sha256=27WqWPe0D3S4xmhtCZyqPg7qapxitjj77YTVL-sHSaA,15495
ml4t/diagnostic/errors/__init__.py,sha256=ljjz9WpyvI-AYqDBHQ2j4PM3D-JrVzCly0sHTSQ-SvI,5567
ml4t/diagnostic/evaluation/AGENT.md,sha256=FzEIsPo2u7w2tOojReFy-GeyRfHaFwCXSlVAxEo_J0Q,787
ml4t/diagnostic/evaluation/__init__.py,sha256=KuXjrruaw9xL9KcNCBoS5mdrdG_UzY3H1NIDmTJG7xM,11368
ml4t/diagnostic/evaluation/autocorrelation.py,sha256=SjeiRnDNF4bg8iQnWzpSmk1GcxnZMqSB-VugohRHjvY,18560
ml4t/diagnostic/evaluation/barrier_analysis.py,sha256=WI3Xt1rZ3VsUOtap-3melb_xu1UOpd13zkPwSawhS7A,37580
ml4t/diagnostic/evaluation/binary_metrics.py,sha256=bsYtOOLBmtLMvOAuoyVfv4XhiyAP4WxH3cugyUxxKCo,26788
ml4t/diagnostic/evaluation/dashboard.py,sha256=HJm2fK0thIMYYafTbcbKP7Ryep8TbcAwszFcI8uJ76E,23679
ml4t/diagnostic/evaluation/diagnostic_plots.py,sha256=RwYE03XwK78AdyM6rRzYjNAYRvK0EpErhU30dhv7v7o,30834
ml4t/diagnostic/evaluation/event_analysis.py,sha256=wjocyaZMSckKlWotVYUCKESBpBuOxWGdH8MsARfW_Nk,21286
ml4t/diagnostic/evaluation/excursion.py,sha256=LzC_azD-iI3VLsfhJHp_vSkRJlLACfElaY7v8wEMxAI,15696
ml4t/diagnostic/evaluation/feature_diagnostics.py,sha256=7Kk4VHylnv4DstnZhQCCgXWekaqbskwrCURERAur0HI,33153
ml4t/diagnostic/evaluation/feature_outcome.py,sha256=6zhV8eINKRF1rPiYA1PSGP1q2rKmzmP62csuE5aDauM,25834
ml4t/diagnostic/evaluation/framework.py,sha256=WXRRVzxGzoSdH9tPoncQqvLc4VMPmLOFDtra58yxZIs,35794
ml4t/diagnostic/evaluation/metric_registry.py,sha256=DRBfYvpT9IJ7xWVAqaw2xb9WJiLeWXwbDX3hgCgBiKo,7727
ml4t/diagnostic/evaluation/multi_signal.py,sha256=XXG1Rtbm1DcfRS3UaUd1RF8CpWccroNooiGfTOxEbuc,19925
ml4t/diagnostic/evaluation/report_generation.py,sha256=OrG3G4WbGulWP6iHb8kSz83GMX8Uu4v2Vil_uWgg-6s,28178
ml4t/diagnostic/evaluation/signal_selector.py,sha256=PMiq210cAxl98n9soQO7x0VQSxgcA8Z1Rmabno5CDkU,15855
ml4t/diagnostic/evaluation/stat_registry.py,sha256=Yax3ldwSfoK_Gp0D8NXCn_9ziU3r_SCEvnQfTMy0_68,4067
ml4t/diagnostic/evaluation/themes.py,sha256=zawO72OVR0In069tZQRRAxFAmnQWbvcxja2qMkHBvzA,9528
ml4t/diagnostic/evaluation/threshold_analysis.py,sha256=gfJ38pYHJbgRuFZC2S4uJ_0tvbljmSVu09aB3-5RBYk,30917
ml4t/diagnostic/evaluation/trade_analysis.py,sha256=i_b5JIrZAzLKmyDl1CkAgTEnaUKGyCGycZK_JOmD-lc,41564
ml4t/diagnostic/evaluation/trade_shap_dashboard.py,sha256=VG82tcVV2_0nQLcxiVRZhiarqXkJJmm0iybzfIVeBA8,8813
ml4t/diagnostic/evaluation/trade_shap_diagnostics.py,sha256=ZHhIrb-6YbjP8Pk544pelbjab_uJRHzQyJGUOk7MfdQ,21855
ml4t/diagnostic/evaluation/validated_cv.py,sha256=phWo3iojRcQREew9AvusCKxHkEgg3R3MGSy6xmI5dMY,16809
ml4t/diagnostic/evaluation/visualization.py,sha256=b9HZ0h-1qNygIJ6wUumLJ0dKjb8J8no8lr_rRuvNwvQ,33927
ml4t/diagnostic/evaluation/distribution/__init__.py,sha256=Kvvg74UU_TwQn_TJv5Ho213gckys4kp7LSg5fBZBB1o,19941
ml4t/diagnostic/evaluation/distribution/moments.py,sha256=4B5uSUC8Rb6QvYsw9GMmCAZvcbXDsafHhtpFn40xwQs,11314
ml4t/diagnostic/evaluation/distribution/tails.py,sha256=PH6idTlTWLxUX7tD9UpBxdJC2BXpKDXX5H_wW-tYDNU,29095
ml4t/diagnostic/evaluation/distribution/tests.py,sha256=pvpl8LvL1qWfnpTlV3xTg-BUWJ0mPdqVm4mTM7woreA,15973
ml4t/diagnostic/evaluation/drift/__init__.py,sha256=vXdSr4-z_A5uwH6BmuiYN30lxCSk_5kGTKvcQqH4Ytc,5350
ml4t/diagnostic/evaluation/drift/analysis.py,sha256=QWCPGW1DYe9nTC_WvMjt0JGC4zo0CpLzOKK0ndHvYuA,16851
ml4t/diagnostic/evaluation/drift/domain_classifier.py,sha256=LKmZ-2OGVc98vshbPIuzauJ28xzZ7-KKY8wBVtbu8Tk,17319
ml4t/diagnostic/evaluation/drift/population_stability_index.py,sha256=puN9fmaxfyEM03tjaebQLuOvXLn-KNcMLSCsJ_Clb5Y,11303
ml4t/diagnostic/evaluation/drift/wasserstein.py,sha256=iAw4xwlxAsWc2X4ktxf4PnwIo_Tc0_YW_lQTJ6oOhmU,13721
ml4t/diagnostic/evaluation/metrics/AGENT.md,sha256=FZrju_4QOFxRBoVuI6Qd5y57K8kYthp3qMt03E3g8Ps,844
ml4t/diagnostic/evaluation/metrics/__init__.py,sha256=vm7sYZOsj14uGUHpU8C9w0rOXPeo5wd4HCgxUCBsdbo,3820
ml4t/diagnostic/evaluation/metrics/basic.py,sha256=yuLYT4zafRXTxeao4d7sTKATIQ5m9rU0ujegz1O3keI,5165
ml4t/diagnostic/evaluation/metrics/conditional_ic.py,sha256=_7jfPum88OnkFLSBGO9QoT98I92F3k4lpPnELqSj8tM,20374
ml4t/diagnostic/evaluation/metrics/feature_outcome.py,sha256=G_SdXkMyw7414hK2AUYKQ29n3pKBx7X1d8dlEQZchAA,18406
ml4t/diagnostic/evaluation/metrics/ic_statistics.py,sha256=wM9rT51EGuU7dfUayjKYMd2Px0BDVkKPFtTVJR0-HFw,15626
ml4t/diagnostic/evaluation/metrics/importance_analysis.py,sha256=xE0iqsQtRQW1ew4rMiChu1QcYBO3J6k6oj9HoDt1wTE,12274
ml4t/diagnostic/evaluation/metrics/importance_classical.py,sha256=TGrwigF-8cKE7PKKZzc004myWZ7m87bam5vXV6MOF4I,14132
ml4t/diagnostic/evaluation/metrics/importance_mda.py,sha256=bw0UmJrcsitGHgvZ0ApKWlJuwh1_x-tXWzSAwQN5iXI,14694
ml4t/diagnostic/evaluation/metrics/importance_shap.py,sha256=W220jeuxlhZmSoeU03KpeLJuliEYZBNIjgAP86Gm7PQ,26493
ml4t/diagnostic/evaluation/metrics/information_coefficient.py,sha256=DsZn0vlgyZeHsumj57mALL_C3eyxOPj3pjsgxaRmWG8,19102
ml4t/diagnostic/evaluation/metrics/interactions.py,sha256=TWjmVQS_NTlC3YCwZDs5GvP8t_Ray0th2n4RFkBbXRc,29656
ml4t/diagnostic/evaluation/metrics/monotonicity.py,sha256=miI56g17hlGec_Wt2E1xZD6MFRnNhap4pEG4TT4Df2M,8357
ml4t/diagnostic/evaluation/metrics/risk_adjusted.py,sha256=3EXT8f0ZgzkvX_BgFgXIR7pJRrv9BCQleo8nXhOarGY,10543
ml4t/diagnostic/evaluation/portfolio_analysis/__init__.py,sha256=jr1EZ_rCZOjdtD5YzkPP8hrlg986liq5D1ZRZXg0DDM,2117
ml4t/diagnostic/evaluation/portfolio_analysis/analysis.py,sha256=eqUxWASQQRzOSyk0dzYbvwAGifEDMmytxJcqm2ywS2E,23399
ml4t/diagnostic/evaluation/portfolio_analysis/metrics.py,sha256=MMv4PQRAVpfxiBCljtAJ4OoXSrnZsYzBNXKJQeUHSEI,15752
ml4t/diagnostic/evaluation/portfolio_analysis/results.py,sha256=lzOtx66VQgN616z6SZYKU1R7nYPAcrxnvDe9Qt-GZ-8,10609
ml4t/diagnostic/evaluation/stationarity/__init__.py,sha256=BDb-adkAHXcRGYsVpHm26nMWNNZGKNvSe-euQgURRgA,3738
ml4t/diagnostic/evaluation/stationarity/analysis.py,sha256=N_MOV-Mmq-uRvS7MIzOh6hUG8wuEmmZxLbkfqCGuE7g,19177
ml4t/diagnostic/evaluation/stationarity/augmented_dickey_fuller.py,sha256=29C3II-GMELhPd3IPVboil7iBT2YdK4kTKo6_4Mcp3Y,9844
ml4t/diagnostic/evaluation/stationarity/kpss_test.py,sha256=tlmv80CNZQGk-lMJta0_z8lvhbgWCgfmvt_Qjj_7_SY,10931
ml4t/diagnostic/evaluation/stationarity/phillips_perron.py,sha256=uz15tTzNCZEk7SEfBSJzdP0QVrx41Owuabh4yJSLKsw,12984
ml4t/diagnostic/evaluation/stats/AGENT.md,sha256=KtCZu-hzzetmPrn7ex_LYQeOdK_6_qWhGK0VYIdYzpo,1647
ml4t/diagnostic/evaluation/stats/__init__.py,sha256=ys5jTf83sdOVEeKK-yc-IFm5YFVEit95LCvF7Mw5tT8,6641
ml4t/diagnostic/evaluation/stats/backtest_overfitting.py,sha256=yl5Ggrx3C-8R1e7ictgmzKbUwi80f65RLunpP9QfryU,7364
ml4t/diagnostic/evaluation/stats/bootstrap.py,sha256=_RBqgqwzMmYaT-jQnq1Yp3Ub96xJA8jv3H97dMtIkWM,7979
ml4t/diagnostic/evaluation/stats/deflated_sharpe_ratio.py,sha256=M19C_Uth6YLDBTyvkgheemvnnckFUfSe2qadWUEgLSo,20102
ml4t/diagnostic/evaluation/stats/false_discovery_rate.py,sha256=9PlDflysFSD5ZeVmnykdB7bRWwVrc6tcjY5dT_ulPjE,9689
ml4t/diagnostic/evaluation/stats/hac_standard_errors.py,sha256=uc6NUElyXFWSyhXpxo6tNK_bY4GwBEvFWEGTHWmzYq8,3491
ml4t/diagnostic/evaluation/stats/minimum_track_record.py,sha256=J2QlWbNm51S1-cLsxC7zYQyctYd617v75aWM_QHU1HM,12935
ml4t/diagnostic/evaluation/stats/moments.py,sha256=0QSSqAM_5DQrex7lyeG0-vE8tKLu5PbUrqmIdv--GCg,4135
ml4t/diagnostic/evaluation/stats/rademacher_adjustment.py,sha256=8k40vAp_rqWtI2geczcICJrh9XX9x8rNxR6F9M_cvUo,14542
ml4t/diagnostic/evaluation/stats/reality_check.py,sha256=yL38m2h21fy0sbNp4DyWEdo9rIZwSHowmuegUoKft8g,5370
ml4t/diagnostic/evaluation/stats/sharpe_inference.py,sha256=k2ssHrmTuYo2PMUwO7QgAb94wkg8Qy5lyBBhhUKOVRc,6314
ml4t/diagnostic/evaluation/trade_dashboard/__init__.py,sha256=MrtmynerPcbf-oE4G8IpdGkrBDThjNCXFV8UTI0QFC8,955
ml4t/diagnostic/evaluation/trade_dashboard/app.py,sha256=pzHmGf0RRr-HoOwMzZRB-h0IQvb02JjsDPwkEXUPRH8,10487
ml4t/diagnostic/evaluation/trade_dashboard/io.py,sha256=_Ov22TSHwgxDHogzd48AJY8n00fPijgzj0uY9FRIJ30,5358
ml4t/diagnostic/evaluation/trade_dashboard/normalize.py,sha256=FsMRz7mtd01MW9kooZrq021Thb1OrxLdPYYFPfvFct8,10070
ml4t/diagnostic/evaluation/trade_dashboard/stats.py,sha256=0Kjxsa63DDmsIbLHOK78XhNw91iQU92XF5kvFGdfStU,10967
ml4t/diagnostic/evaluation/trade_dashboard/style.py,sha256=BOdtSfnGj8g4UNQ4qxeC1WMZizMXFTJK6QXlOjBuB2k,1480
ml4t/diagnostic/evaluation/trade_dashboard/types.py,sha256=S6LMh4I2rQ5IM9WJF8kYVANIXgZ9KY-jnXlwCGUvi6Y,3657
ml4t/diagnostic/evaluation/trade_dashboard/export/__init__.py,sha256=vm7xY8FQkL93xDG0c9Nqd8s4P8VxJNgaeQXDhmevyVo,431
ml4t/diagnostic/evaluation/trade_dashboard/export/csv.py,sha256=Vy2JP9GbTXYQTHjJ4eZpiVIkPus6thonG5j97NA9yfY,1849
ml4t/diagnostic/evaluation/trade_dashboard/export/html.py,sha256=k7yXy2Jpn4Wdir2v8yIQYUHO12wMbSZToVmmflBLLSg,8300
ml4t/diagnostic/evaluation/trade_dashboard/tabs/__init__.py,sha256=UXpld8-P1k8h9d2mzN_Wpivw7oUAC9cwvBAwyAx7EE0,439
ml4t/diagnostic/evaluation/trade_dashboard/tabs/patterns.py,sha256=noludKyq5SCv-GPb173euUCCyJ2Zi7s_mLxI5P_g2S4,11307
ml4t/diagnostic/evaluation/trade_dashboard/tabs/shap_analysis.py,sha256=FAen8K6WZ_MkPrbYqWilUM40ESRrMEgjC1HD-I42LvA,8563
ml4t/diagnostic/evaluation/trade_dashboard/tabs/stat_validation.py,sha256=lR7bmfLnTrIdcXaFR_pEk6BjqLacps2XKqLoRZzSZlo,5358
ml4t/diagnostic/evaluation/trade_dashboard/tabs/worst_trades.py,sha256=V0GVfdjqMR96KzAs6gwdX0RDkLn9ba-eWcpBbGBn9r0,7399
ml4t/diagnostic/evaluation/trade_shap/__init__.py,sha256=PUcZClw_Q5gZyjAAdhWplxQrZ3yID1SDCHp4IyM0MOM,2632
ml4t/diagnostic/evaluation/trade_shap/alignment.py,sha256=TC84usndV1pLadjPT1gruAbrNzDFcDkJpG9khz4zE2c,6432
ml4t/diagnostic/evaluation/trade_shap/characterize.py,sha256=Svgdby8-Rt1KzGbXuHGtJfouWs3rWA6TOn1PZJAaFj8,14414
ml4t/diagnostic/evaluation/trade_shap/cluster.py,sha256=HPKSWtn_-51kb-HKzEojc7khdXbI7z9kjjN7jdyWDtc,9872
ml4t/diagnostic/evaluation/trade_shap/explain.py,sha256=fTHUqj7pYJUSSK-qEj4DGXovO6nL9YSD5xPWBMsRAIU,7952
ml4t/diagnostic/evaluation/trade_shap/models.py,sha256=bC2t-zmdHMLs89hwBBphKJAsA7gG_IJrnEbHSALzfqE,15861
ml4t/diagnostic/evaluation/trade_shap/normalize.py,sha256=q42fGBRyTlQhATae-DII9raoYGNk9p0tntzz4svfMSA,3446
ml4t/diagnostic/evaluation/trade_shap/pipeline.py,sha256=SmE5mICx6Gfem9vd5jVwZ7oQs3VdUr7quH82VT4xt4w,9310
ml4t/diagnostic/evaluation/trade_shap/hypotheses/__init__.py,sha256=JWcV-q1RbOmDjtIg0I-7DEeTHefaDf7ooLMjVekmmtU,584
ml4t/diagnostic/evaluation/trade_shap/hypotheses/generator.py,sha256=02ifMRdhRYmoKuJRG4ZeOF7Oqik9JZYmtx2kHzP-vGc,10089
ml4t/diagnostic/evaluation/trade_shap/hypotheses/matcher.py,sha256=8X3G0aO74zCa_yg_yZzTHzJr03iFAv82fCBpFrxYAi4,8115
ml4t/diagnostic/evaluation/trade_shap/hypotheses/templates.yaml,sha256=x6Qt8bGXJEBGJ_ugXHsp0TCAfHg351irz2zXyR75RCY,17456
ml4t/diagnostic/evaluation/volatility/__init__.py,sha256=xDrSpDvdTwAwwq9aojpoOx8v9xB_l1S9PqrCm798baA,1604
ml4t/diagnostic/evaluation/volatility/analysis.py,sha256=3dBraftyGlI4AoZjfoOwoa66YALyc0aIYWxtpeVvBfA,14354
ml4t/diagnostic/evaluation/volatility/arch.py,sha256=ioUMtXnMrcpiS8duUg3vIWm0KYrfD904RkYby62LaHo,9300
ml4t/diagnostic/evaluation/volatility/garch.py,sha256=35uafz54xVf7riBhVOYAGk4yWOdJLeMnnEk-FLxdMac,16390
ml4t/diagnostic/integration/AGENT.md,sha256=AxCv07P9t-l9yAbl4fPcdbqou2cSaVxcFWXT2-qzDqE,2227
ml4t/diagnostic/integration/__init__.py,sha256=P2zL2g2jU2f835RETuw7DA-VZ_WexORpZPnOcjUYlrA,1104
ml4t/diagnostic/integration/backtest_contract.py,sha256=OHY9-fpNCHpvsQt-iKCONys0oHwi7N63eELnLCmojRY,24645
ml4t/diagnostic/integration/data_contract.py,sha256=nciqgSfOxjETV7MVqBnKcW2vkChw1n6hi56zmhNF8ZI,12022
ml4t/diagnostic/integration/engineer_contract.py,sha256=ZqBr1NMavZ2OCplbgp8S1h55hmSKHkSk4QzLHKy4VfY,8258
ml4t/diagnostic/logging/__init__.py,sha256=jdjUEurObgF2oi61D9UIjEMLQZqMSGpPgEHjQtJNvoQ,1851
ml4t/diagnostic/logging/logger.py,sha256=LgDYcJBmxNxD7Xe2vTVowPuJk18AoxjAfke8eOgs9t8,6805
ml4t/diagnostic/logging/performance.py,sha256=Zmuzo43QU-Yu7cBzMpWIkf983UzTTEqMXHj8w1kdpwM,6062
ml4t/diagnostic/logging/progress.py,sha256=dQXkXoIkFASEieN_K0qog-uniJciXON_kNCmOCgSudQ,6180
ml4t/diagnostic/logging/wandb.py,sha256=pC_TnuwmSVjoSdEpuxcVGDKOQxdaKt4rGm6M1kOMzSI,11710
ml4t/diagnostic/metrics/__init__.py,sha256=aw6MWxc50pVKh0MWgoNrO-pdyZ4WIP45HJh9qgiVLZ0,247
ml4t/diagnostic/metrics/percentiles.py,sha256=h3ltNog-6dZ6SmxUZ6XJ_LIO7LjA73ZctmUuN1fZqmc,5208
ml4t/diagnostic/reporting/__init__.py,sha256=yr63G56_yvbueoPlYFG9HyugNdujSnPN3GLFjTpJRRo,1487
ml4t/diagnostic/reporting/base.py,sha256=e5cHcmFPOvETotValjOnMQ4EUuic-CdbayWzzMsv6TQ,3704
ml4t/diagnostic/reporting/html_renderer.py,sha256=na1SjfX6Xm7LTTL5pgBdC8hDUxOke3s6OChiMi2BFag,8321
ml4t/diagnostic/reporting/json_renderer.py,sha256=xdhLkRAwegDh3y7N2aYLmNQ35Fv1MLbHUssww0xX5Do,1527
ml4t/diagnostic/reporting/markdown_renderer.py,sha256=YhbVIgPHVgceSUYpVLEhKALgtnFInoJwfL3xcPVxf8I,4068
ml4t/diagnostic/results/AGENT.md,sha256=RHr4uVh3ibdATOAY0IxXsNXhqtnLwObpqiB09c6gC-8,665
ml4t/diagnostic/results/__init__.py,sha256=QcxUZUCLvUYnCdJQTyZACX2cu-vv9Z3yyjuyZdMRSzU,2600
ml4t/diagnostic/results/base.py,sha256=DOChFAnzVpF2Wmtx8zNFmgD0NFPQ3MB6pRUIA5yERKA,6156
ml4t/diagnostic/results/event_results.py,sha256=Fc41L06kwDhJ3uF8uMDQ2zOzaySE01xq4kvSIGTEKcE,11157
ml4t/diagnostic/results/feature_results.py,sha256=s2-xrwFCoHt8hndDotCQqTxNZtBUFBhP8icebgNj0lM,30436
ml4t/diagnostic/results/multi_signal_results.py,sha256=_SJmSeIyw8h6oN9bufUehhCu0FY1-QbqqyEBuAltfy4,14074
ml4t/diagnostic/results/portfolio_results.py,sha256=NStY6mIDsKFQIoAbVYwIt3gH6fquO0oncukN7DWFJi8,11132
ml4t/diagnostic/results/sharpe_results.py,sha256=KtMhK2UZzRhytrZHoPq0MB1vzgjYoKJp_YK_OuzGxvA,16867
ml4t/diagnostic/results/barrier_results/__init__.py,sha256=AbZzCP7opHvhbCpzBfvmYS00L8E2i5DZtw72M4e43cE,1321
ml4t/diagnostic/results/barrier_results/hit_rate.py,sha256=NBGIjWJgK5RNNGXJwpLMdzKYEvdhjJ6TTkEelWZOB3c,10608
ml4t/diagnostic/results/barrier_results/precision_recall.py,sha256=zzfMfkLpsBXocZAlpGn769How7fVoH1C5_k0PA-rNuY,9424
ml4t/diagnostic/results/barrier_results/profit_factor.py,sha256=XJn1FRyLndXqL0RI4-eaLMaERwDJpb4TNey-V47zGAw,10484
ml4t/diagnostic/results/barrier_results/tearsheet.py,sha256=Qslal0k7t7mLTFDN_5ezR0AVx7_UMzl1A5042vrIUUE,13806
ml4t/diagnostic/results/barrier_results/time_to_target.py,sha256=cbxBdkTc_R6CcFFxEoz7SxpzZgMGkfX3HQgj9e224bQ,10860
ml4t/diagnostic/results/barrier_results/validation.py,sha256=192wSkBTQIEZ7yv0_enPLhwgkNsYN06hKtRj2elIsH8,1119
ml4t/diagnostic/results/signal_results/__init__.py,sha256=IuPcuXye2jfhBEvNaX2I0zCs5QbJHb_5cNlcFjAXHsg,1923
ml4t/diagnostic/results/signal_results/ic.py,sha256=tR8NdI6H_83kdS63LYbBH_ISMjzPAHWy-f-_OlqVeng,19362
ml4t/diagnostic/results/signal_results/irtc.py,sha256=9cV5_OsTPeaz-2N2cZXWVnABKfbzSNYHaq65USnFPZ8,3472
ml4t/diagnostic/results/signal_results/quantile.py,sha256=a7cMbZ-7HwErMCLDSOJDlBiRZ6wuueRt0PNpBu1_YpE,14313
ml4t/diagnostic/results/signal_results/tearsheet.py,sha256=xRHe2WazuNiW1b2RVXRrgA9-8Ncxy-xxJ1f8e6hKDTA,15818
ml4t/diagnostic/results/signal_results/turnover.py,sha256=KDT0kxscB3uDGIYvKtV4LzoaHip_Ic6I1-ss324pF1M,7851
ml4t/diagnostic/results/signal_results/validation.py,sha256=AKJF2owUkz0ArPDHZAY7U7FBZVb91uAMEZgvzLPl80k,4272
ml4t/diagnostic/signal/AGENT.md,sha256=lzhWSivHFSDS6qjceEwhck0KGvfKxZNTcckXHGzW0e4,441
ml4t/diagnostic/signal/__init__.py,sha256=uVAD7ojFOfygdBAztc1W1E2ONjGgQmqnfOTcsXFZGJ4,1954
ml4t/diagnostic/signal/_report.py,sha256=O8G4umESxL3wYN2fw9lZ-ikMI7GV96Lk7sD77DIGBxs,4262
ml4t/diagnostic/signal/_utils.py,sha256=5m2Au48qcnY-f59aiTDHwYK7mQ_k3lpkLdKHIonp_gI,8054
ml4t/diagnostic/signal/core.py,sha256=okwAk23blipeyEvtCNr7RI3pzqHimYPxRBPK5E6_FpI,8597
ml4t/diagnostic/signal/quantile.py,sha256=8m-kEPTASXKGSjmOxksZNi8XphToZlwDZr_9hhrmkaI,3907
ml4t/diagnostic/signal/result.py,sha256=SocILWcJFgkfikTJUKwOxBNVyf2pabdk5woE2wMhn7M,7024
ml4t/diagnostic/signal/signal_ic.py,sha256=1LHuAquNUX_kNyNccw2TecNKm8pNJiZNhuR01ojYH90,3260
ml4t/diagnostic/signal/turnover.py,sha256=qSA6xxMJ9tiare1I-JUQNLTNfbRjR_LVoMKvea8YJl8,5285
ml4t/diagnostic/splitters/AGENT.md,sha256=5-4o2o_pKbp_Sp8htC8ECBjEwM1mREAiCVRqQeiFLis,2055
ml4t/diagnostic/splitters/__init__.py,sha256=VdPA8A_Ljp9o8Q-PE3XHGvdzq1AQfhhoQsim05JuBVU,928
ml4t/diagnostic/splitters/base.py,sha256=-bKg5x43pUQibbIHgZhP6044q9MF66wfKxXHH_ixhB0,18821
ml4t/diagnostic/splitters/calendar.py,sha256=0ZKecrR4ZWP5OXLwjKFTyy-lgrVCwNEaT0rloaRrc3I,28892
ml4t/diagnostic/splitters/calendar_config.py,sha256=a-_5_QjgnP_Rd0H82cEl7TScRmXw46AMX_-rzk5n-jA,3062
ml4t/diagnostic/splitters/combinatorial.py,sha256=4K7lD3myqCcdrO-E3m8jTHtWABGFYONwKOCFEw0yqzc,42010
ml4t/diagnostic/splitters/config.py,sha256=Ds1Ngx0NgqLWhfrPwCPbrXcHPn7msVbbs2ApbW_wQYY,22291
ml4t/diagnostic/splitters/group_isolation.py,sha256=EDAByVrXEaXYyALhhkh_AuUcBD3AXCXO5Qx5UE-2FHI,9868
ml4t/diagnostic/splitters/persistence.py,sha256=FD_S41rSfE8OyLpy5WepArOHPOeTdxCiRqAJXPtIbLw,9795
ml4t/diagnostic/splitters/utils.py,sha256=hKUwk8SUeR28v5WEcofPS9TjLe0osj8oiKqeHQGZRKo,7093
ml4t/diagnostic/splitters/walk_forward.py,sha256=pGfjTKpzmHUk4G897liXL15nfrupwiBIO2V99tlGs6Y,60612
ml4t/diagnostic/splitters/cpcv/__init__.py,sha256=R_mylHz7hWZjtlYSCDmJKNQVwLtoZUSWA-3c_8PReqo,1595
ml4t/diagnostic/splitters/cpcv/combinations.py,sha256=F02DZ06DpgJHT4SuKX__RBMI5zV-u5Tp_WwUhdGbuRg,3694
ml4t/diagnostic/splitters/cpcv/partitioning.py,sha256=kqRaS0ctzlKB4aaR4vmwE4GAQcowkJUR2wPitEM5qa0,7986
ml4t/diagnostic/splitters/cpcv/purge_engine.py,sha256=Z01BXSxSPyhayLrC6XF9qxnGMTfYO0b88c6cxC1MyFA,13394
ml4t/diagnostic/splitters/cpcv/windows.py,sha256=JIaA2GPPoy8f9uQnHEF0YY6lVQDvRau-p4PBNPE3840,6313
ml4t/diagnostic/utils/__init__.py,sha256=pQC5pjG1oVjWO5JaIUPTGbptyg9MVFQo1RDl9Legbao,954
ml4t/diagnostic/utils/config.py,sha256=l-ocdeioAaw_5IQrBdoUh6CZHinDHznUhK3QpUA3NeI,17012
ml4t/diagnostic/utils/dependencies.py,sha256=Y9upEMGSN-o95Mg5tWYalubnBCYZySd1qClCpUZE2yI,10182
ml4t/diagnostic/utils/sessions.py,sha256=2fEpw9AVbefg1xfLRd87XL4Qj0EZ4-FDO4BZJWX7ttc,4169
ml4t/diagnostic/validation/__init__.py,sha256=JvK-1kiVfLZCARmxoMLxu1E_Cv5emkI4YrQS_UPSBKg,1369
ml4t/diagnostic/validation/dataframe.py,sha256=6nVaX6T0EyVDKZd7tQmZ0C1cDf0TCdkSVjlgT0oA5Z8,7621
ml4t/diagnostic/validation/returns.py,sha256=B75sXXBQosMBd0POEjTt-qmxv28AJoayI2f4KjJiPio,8214
ml4t/diagnostic/validation/timeseries.py,sha256=CaTX49cKzEooMJDwp5Z6a1bGUuvInEkY4xsVST1e778,8662
ml4t/diagnostic/visualization/AGENT.md,sha256=3IijU1CTKnqRN0V1Uul0iR8HX-vsYgK_5YwdZmCpOAM,595
ml4t/diagnostic/visualization/__init__.py,sha256=Ay5tWz9n3ex9wTaxRqkpnxzZ1HE9lYl0TNEcR0S0cBY,6467
ml4t/diagnostic/visualization/barrier_plots.py,sha256=Hlq1MObIoDbEqom_R9AAM-eE9s_ie27cG6pSd_ugvpk,25829
ml4t/diagnostic/visualization/core.py,sha256=UQo-VB7lfmPGF8x4rnnTIeOvuaPlnv4nvGtlrVsFVlk,27482
ml4t/diagnostic/visualization/cv_plots.py,sha256=d_OLfpD_1ObgzqDgO-hN8UztWwuG_Sh8yMjoeWPSu_w,21166
ml4t/diagnostic/visualization/dashboards.py,sha256=cMx2pTlA4jm-1cvwhJ3SKw2sQU-HcMZL5WJon7kG-I4,1373
ml4t/diagnostic/visualization/feature_plots.py,sha256=-HIMAiw8uY5CfV5xZY8C26g7xc1NhWnn8_SiKUx0lQc,29574
ml4t/diagnostic/visualization/interaction_plots.py,sha256=CrYHBn1frhrYJj3Qx6PcnUtmA5df0no3MlyKBEM_IVg,20687
ml4t/diagnostic/visualization/report_generation.py,sha256=NTv6pSzKCbLNBZSuwmi477Oq-g9_fVQizpWgaEoEv34,44459
ml4t/diagnostic/visualization/backtest/__init__.py,sha256=WGI8wwgn0e_ZkCQSVerzcY8RxrZFrjcf710fxCoeP2k,2685
ml4t/diagnostic/visualization/backtest/cost_attribution.py,sha256=kO8uXklAEA8hal-eQhFbDQjIxTE0vWBawJyz55mXvNI,22330
ml4t/diagnostic/visualization/backtest/executive_summary.py,sha256=0kgt4ayUTOoTC7zxVLQNCuKRHq75aVMW6PRTb3J_00g,26518
ml4t/diagnostic/visualization/backtest/interactive_controls.py,sha256=EqqnOMx5ALq4Y8SqzDkthfLCmpIfY6xizRHGqPf7INo,19850
ml4t/diagnostic/visualization/backtest/statistical_validity.py,sha256=LPU6AqZyIVnA2Tw6_JUUXMqbzowUHb73iugkyaskJGA,27557
ml4t/diagnostic/visualization/backtest/tearsheet.py,sha256=aCI45UztSkkvEcMKM94pJiQS9izh_1jhhvlKP_7YcTk,18105
ml4t/diagnostic/visualization/backtest/template_system.py,sha256=hEEw91Z98fl2rcc0yulmn9k7h3gT4sCW0V7wbXIC1y0,13179
ml4t/diagnostic/visualization/backtest/trade_plots.py,sha256=GBoFopJ3GVpl5A6PMwE3Se0U7_zkCsxLJwpi87aoaRI,37134
ml4t/diagnostic/visualization/dashboards/__init__.py,sha256=eA6VlynopGe65qaR4Egy-cHJZmbXBGdI7NLSfNuS_nw,1339
ml4t/diagnostic/visualization/dashboards/base.py,sha256=MKjmr-ihTpJjs-BGTeP8OaiUWL2mFbK6HRUd6wMdn1c,18363
ml4t/diagnostic/visualization/dashboards/importance.py,sha256=l08h2bAJp-l3-UCiCJY_3e92XnegOGweR21901AN3mk,31871
ml4t/diagnostic/visualization/dashboards/interaction.py,sha256=SKPTkvbM7QI-W2zb3Di5BKGPrBM5KhdHPtSSxK_lsdY,9629
ml4t/diagnostic/visualization/data_extraction/__init__.py,sha256=R-Evk3Clq2EecPtH0xy5CFQz_EN5kTFTWVp4XlGasZ0,1480
ml4t/diagnostic/visualization/data_extraction/importance.py,sha256=11tzb1XaPE8GSpmdDvBqvk8jA4uD5UweHZeA_3A4WUk,24591
ml4t/diagnostic/visualization/data_extraction/interaction.py,sha256=CcFpNZkHDBlX-JS5TumjZGUV5CtWa8Hhb7tDoL-bhR8,18548
ml4t/diagnostic/visualization/data_extraction/types.py,sha256=v3jGsh_ahcP8B74dWEWga_LU8gJ_ubuXwt7wAwpq4t0,4749
ml4t/diagnostic/visualization/data_extraction/validation.py,sha256=rtSahicRxjytmJlQFUX4jmUoIkGQsQFGzBrXgPyHUdQ,1945
ml4t/diagnostic/visualization/portfolio/__init__.py,sha256=xTyPGOKXpFuFBXO7rVhE_k41XJJ7E03VJIbFNen2yJo,987
ml4t/diagnostic/visualization/portfolio/dashboard.py,sha256=uk-G_tAlexnrw4SimImLA2mL29JcNEecf5FKmj_VxEw,13868
ml4t/diagnostic/visualization/portfolio/drawdown_plots.py,sha256=ZjwkHXnKVvOfUeep_J9iqiac-Gvox6eXRKLJX9UdAX8,9680
ml4t/diagnostic/visualization/portfolio/returns_plots.py,sha256=3HpSSPLlS97K6j1vLbNAVTrl4RiGU3lQ5v9P11PngTg,12945
ml4t/diagnostic/visualization/portfolio/risk_plots.py,sha256=KH_pTRh4cI9NDfHRWenfgieVhnMb2GNuEaH2-0037zs,8257
ml4t/diagnostic/visualization/signal/__init__.py,sha256=SBtYy66XLu7KZYj05kaTJnsY4UqEpByJ0--MMLrDsmo,3188
ml4t/diagnostic/visualization/signal/dashboard.py,sha256=bi18rweZq7gjYGSR3p0L0CRXNIOtwtWv6n6ihycjnK8,35086
ml4t/diagnostic/visualization/signal/event_plots.py,sha256=8sJGkujrl0P7zWXNGxY97mC8KCI-IEKg-jDUBRIQpwI,14320
ml4t/diagnostic/visualization/signal/ic_plots.py,sha256=zbZU-rXNH5Jf_wpx_0d1W6Ja1MHjgQbZyXk0VAUl5W0,18071
ml4t/diagnostic/visualization/signal/multi_signal_dashboard.py,sha256=QZRmByP2bOdzxFVeG2jDEkPTEZlmgFlAT6mmqpMEn30,34010
ml4t/diagnostic/visualization/signal/multi_signal_plots.py,sha256=Oo_WC7NhxwZUQvkRxaXncYJNmpU5QQnHXUdjGYRbUa0,18772
ml4t/diagnostic/visualization/signal/quantile_plots.py,sha256=voPRUl9PHjA8BiUC1LMaexn5YZOuL3ffz51KZCOXTNI,20118
ml4t/diagnostic/visualization/signal/turnover_plots.py,sha256=vF940vyU-i_LRPTGNZ94GX4KvlQ2mn8qNl3otgnPqJI,11895
ml4t/diagnostic/visualization/trade_shap/__init__.py,sha256=GMgHPOA7ekLEkBGJHeTyDL9aIaP9FdGSSz0iChIUdHw,2963
ml4t_diagnostic-0.1.0a8.dist-info/METADATA,sha256=E7is1nFlGQMIsVeFM712-R4--fYTIb1yqzNBjQ7BpsM,11739
ml4t_diagnostic-0.1.0a8.dist-info/WHEEL,sha256=QccIxa26bgl1E6uMy58deGWi-0aeIkkangHcxk2kWfw,87
ml4t_diagnostic-0.1.0a8.dist-info/licenses/LICENSE,sha256=LQTzAmC4gppF-86_APU1iz8VXJpa0ZUd7WkC94A4-So,1065
ml4t_diagnostic-0.1.0a8.dist-info/RECORD,,
