py314-eli5 (python/py-eli5) Updated: 6 days, 6 hours ago Add to my watchlist

A library for debugging/inspecting machine learning classifiers and explaining their predictions

A library for debugging/inspecting machine learning classifiers and explaining their predictions. It provides support for the following machine learning frameworks and packages: scikit-learn, Keras, xgboost, LightGBM, CatBoost, lightning, and sklearn-crfsuite. ELI5 also implements several algorithms for inspecting black-box models: TextExplainer and Permutation.

Version: 0.16.0 License: MIT GitHub
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15 build(s) found
Builder Build Number Start Time Elapsed Time Watcher Build Status
10.6 219365 2026-01-16 16:02:05 0:01:06 76685 failed install-dependencies
10.11 308291 2026-01-16 16:00:39 0:00:20 104058 failed install-dependencies
10.6.x86_64 256470 2026-01-16 15:58:59 0:00:46 76751 failed install-dependencies
10.8 224271 2026-01-16 15:57:29 0:00:17 74380 failed install-dependencies
10.14 248852 2026-01-16 15:57:16 0:07:05 85406 build successful
10.12 318610 2026-01-16 15:56:48 0:02:35 102794 build successful
10.9 324942 2026-01-16 15:56:44 0:00:22 103584 failed install-dependencies
11 198191 2026-01-16 15:56:24 0:02:28 64488 build successful
10.7 239660 2026-01-16 15:55:51 0:00:19 76350 failed install-dependencies
10.10 316861 2026-01-16 15:55:27 0:00:16 103909 failed install-dependencies
10.15 225667 2026-01-16 15:55:05 0:01:59 74529 build successful
10.13 275294 2026-01-16 15:53:41 0:02:04 94774 build successful
12 147767 2026-01-16 15:53:26 0:01:59 53384 build successful
11.arm64 129656 2026-01-16 15:53:07 0:00:37 49889 build successful
14 73271 2026-01-16 15:52:50 0:01:03 27334 build successful