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A library for debugging/inspecting machine learning classifiers and explaining their predictionsA 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: 0.10.1 License: MIT49 build(s) found
| Builder | Build Number | Start Time | Elapsed Time | Watcher | Build Status |
|---|---|---|---|---|---|
| 10.6.x86_64 | 138346 | 2023-01-10 14:54:36 | 0:02:10 | 39629 | build successful |
| 12.arm64 | 81595 | 2023-01-10 14:46:21 | 0:00:36 | 16401 | build successful |
| 13 | 13282 | 2023-01-10 9:21:23 | 0:04:28 | 1808 | build successful |
| 10.6 | 101188 | 2022-12-30 17:30:29 | 0:01:13 | 38984 | failed install-dependencies |
| 10.6 | 88095 | 2022-09-20 22:11:17 | 0:00:46 | 35489 | failed install-dependencies |
| 10.6.x86_64 | 122130 | 2022-09-20 22:00:23 | 0:02:53 | 35511 | build successful |
| 12.arm64 | 64219 | 2022-09-19 22:45:37 | 0:00:30 | 12236 | build successful |
| 12 | 42441 | 2022-09-19 17:23:31 | 0:04:03 | 12233 | build successful |
| 10.11 | 194845 | 2022-09-19 17:16:39 | 0:02:30 | 62898 | build successful |
| 10.14 | 140103 | 2022-09-19 17:16:06 | 0:03:44 | 44557 | build successful |
| 11 | 85252 | 2022-09-19 16:32:11 | 0:03:43 | 23453 | build successful |
| 10.15 | 113151 | 2022-09-19 16:31:01 | 0:02:32 | 33551 | build successful |
| 10.8 | 102909 | 2022-09-19 16:29:13 | 0:02:02 | 33251 | build successful |
| 10.13 | 163400 | 2022-09-19 16:19:56 | 0:01:46 | 53789 | build successful |
| 10.10 | 195749 | 2022-09-19 16:14:01 | 0:01:42 | 62778 | build successful |
| 10.12 | 199341 | 2022-09-19 15:53:58 | 0:01:27 | 61701 | build successful |
| 10.7 | 113237 | 2022-09-19 15:47:22 | 0:01:21 | 35211 | build successful |
| 10.9 | 201255 | 2022-09-19 15:42:52 | 0:01:15 | 62472 | build successful |
| 11.arm64 | 66433 | 2022-09-19 13:56:35 | 0:00:34 | 23410 | build successful |
| 12 | 17693 | 2022-01-20 9:14:59 | 0:03:56 | 3772 | build successful |
| 12.arm64 | 39569 | 2022-01-20 6:51:16 | 0:01:21 | 3841 | build successful |
| 12.arm64 | 10806 | 2021-11-11 13:18:35 | 0:00:31 | 809 | failed install-dependencies |
| 10.6.x86_64 | 67736 | 2021-07-18 1:33:49 | 0:09:38 | 19970 | build successful |
| 10.8 | 55298 | 2021-07-17 22:53:49 | 0:10:50 | 17867 | build successful |
| 10.7 | 62452 | 2021-07-17 22:45:48 | 0:06:00 | 20008 | build successful |
| 10.6.x86_64 | 66654 | 2021-07-11 1:39:59 | 0:02:15 | 19782 | failed install-dependencies |
| 10.7 | 61054 | 2021-07-11 1:18:01 | 0:01:50 | 19820 | failed install-dependencies |
| 11.arm64 | 25549 | 2021-07-10 23:32:07 | 0:03:34 | 7986 | build successful |
| 10.8 | 54377 | 2021-07-10 23:11:34 | 0:01:51 | 17678 | failed install-dependencies |
| 11 | 14461 | 2021-01-14 1:59:14 | 0:07:27 | 1912 | build successful |
| 11.arm64 | 8625 | 2021-01-13 8:25:05 | 0:00:41 | 1992 | failed install-dependencies |
| 10.8 | 34973 | 2021-01-13 8:22:24 | 0:01:23 | 11764 | failed install-dependencies |
| 10.10 | 132079 | 2021-01-13 8:19:09 | 0:05:17 | 41513 | build successful |
| 10.7 | 40504 | 2021-01-13 8:17:57 | 0:01:30 | 13904 | failed install-dependencies |
| 11.arm64 | 8614 | 2021-01-13 8:16:48 | 0:00:43 | 1991 | failed install-dependencies |
| 10.6.x86_64 | 44902 | 2021-01-13 8:14:28 | 0:01:23 | 13925 | failed install-dependencies |
| 10.9 | 135871 | 2021-01-13 8:13:15 | 0:03:56 | 41464 | build successful |
| 10.12 | 122774 | 2020-07-15 8:32:02 | 0:06:00 | 34904 | build successful |
| 10.15 | 19986 | 2020-01-08 14:29:16 | 0:08:23 | 1884 | build successful |
| 10.10 | 106547 | 2020-01-04 2:01:33 | 0:01:16 | 30709 | failed install-dependencies |
| 10.9 | 109104 | 2020-01-04 1:07:44 | 0:01:32 | 30651 | failed install-dependencies |
| 10.14 | 49559 | 2020-01-02 19:51:52 | 0:07:25 | 12338 | build successful |
| 10.13 | 74782 | 2020-01-02 19:12:02 | 0:06:55 | 21618 | build successful |
| 10.11 | 105043 | 2020-01-02 18:39:46 | 0:06:05 | 30661 | build successful |
| 10.8 | 11650 | 2020-01-02 14:46:48 | 0:01:42 | 3048 | failed install-dependencies |
| 10.6 | 6688 | 2020-01-02 11:36:52 | 0:21:19 | 3069 | build successful |
| 10.6.x86_64 | 13833 | 2020-01-02 9:09:17 | 0:02:34 | 3054 | failed install-dependencies |
| 10.12 | 110000 | 2020-01-02 9:06:00 | 0:01:49 | 29642 | failed install-dependencies |
| 10.7 | 12966 | 2020-01-02 9:01:58 | 0:01:13 | 3051 | failed install-dependencies |