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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: MIT GitHub43 build(s) found
Builder | Build Number | Start Time | Elapsed Time | Watcher | Build Status |
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10.6 | 101189 | 2022-12-30 17:31:45 | 0:01:07 | 38984 | failed install-dependencies |
10.6.x86_64 | 136066 | 2022-12-30 12:41:31 | 0:03:39 | 39014 | build successful |
10.7 | 127128 | 2022-12-30 6:24:27 | 0:04:01 | 38759 | build successful |
10.8 | 116492 | 2022-12-30 6:03:13 | 0:04:32 | 36803 | build successful |
10.6 | 88096 | 2022-09-20 22:12:04 | 0:00:37 | 35489 | failed install-dependencies |
10.6.x86_64 | 122131 | 2022-09-20 22:03:18 | 0:00:31 | 35511 | build successful |
12 | 42442 | 2022-09-19 17:28:02 | 0:00:35 | 12233 | build successful |
10.14 | 140104 | 2022-09-19 17:20:00 | 0:00:32 | 44557 | build successful |
10.11 | 194846 | 2022-09-19 17:19:17 | 0:00:44 | 62898 | build successful |
11 | 85253 | 2022-09-19 16:35:57 | 0:00:49 | 23453 | build successful |
10.15 | 113152 | 2022-09-19 16:33:36 | 0:00:37 | 33551 | build successful |
10.8 | 102910 | 2022-09-19 16:31:17 | 0:00:19 | 33251 | build successful |
10.13 | 163401 | 2022-09-19 16:21:44 | 0:00:22 | 53789 | build successful |
10.10 | 195750 | 2022-09-19 16:15:45 | 0:00:26 | 62778 | build successful |
10.12 | 199342 | 2022-09-19 15:55:28 | 0:00:23 | 61701 | build successful |
10.7 | 113238 | 2022-09-19 15:48:45 | 0:00:17 | 35211 | build successful |
10.9 | 201256 | 2022-09-19 15:44:11 | 0:00:19 | 62472 | build successful |
11.arm64 | 66434 | 2022-09-19 13:57:09 | 0:00:06 | 23410 | build successful |
12.arm64 | 39570 | 2022-01-20 6:52:41 | 0:00:12 | 3841 | build successful |
12.arm64 | 10807 | 2021-11-11 13:19:08 | 0:00:34 | 809 | failed install-dependencies |
10.6.x86_64 | 67737 | 2021-07-18 1:43:29 | 0:14:51 | 19970 | build successful |
10.8 | 55299 | 2021-07-17 23:04:41 | 0:11:12 | 17867 | build successful |
10.7 | 62453 | 2021-07-17 22:51:50 | 0:09:45 | 20008 | build successful |
10.6.x86_64 | 66655 | 2021-07-11 1:42:16 | 0:02:15 | 19782 | failed install-dependencies |
10.7 | 61055 | 2021-07-11 1:19:53 | 0:01:52 | 19820 | failed install-dependencies |
10.8 | 54378 | 2021-07-10 23:13:27 | 0:01:55 | 17678 | failed install-dependencies |
11 | 14462 | 2021-01-14 2:06:45 | 0:07:05 | 1912 | build successful |
10.10 | 132080 | 2021-01-13 8:24:31 | 0:07:59 | 41513 | build successful |
10.8 | 34974 | 2021-01-13 8:23:52 | 0:01:21 | 11764 | failed install-dependencies |
10.7 | 40505 | 2021-01-13 8:19:30 | 0:01:31 | 13904 | failed install-dependencies |
10.9 | 135872 | 2021-01-13 8:17:15 | 0:06:22 | 41464 | build successful |
10.6.x86_64 | 44903 | 2021-01-13 8:15:54 | 0:01:27 | 13925 | failed install-dependencies |
10.12 | 122535 | 2020-07-13 12:36:10 | 0:08:36 | 34904 | build successful |
10.15 | 19978 | 2020-01-08 13:31:21 | 0:07:10 | 1884 | build successful |
10.10 | 106543 | 2020-01-04 1:52:02 | 0:01:16 | 30709 | failed install-dependencies |
10.9 | 109100 | 2020-01-04 0:53:56 | 0:01:42 | 30651 | failed install-dependencies |
10.14 | 49555 | 2020-01-02 19:19:50 | 0:06:01 | 12338 | build successful |
10.13 | 74778 | 2020-01-02 18:40:11 | 0:05:56 | 21618 | build successful |
10.11 | 105039 | 2020-01-02 18:10:20 | 0:05:43 | 30661 | build successful |
10.8 | 11646 | 2020-01-02 14:36:26 | 0:01:40 | 3048 | failed install-dependencies |
10.12 | 109996 | 2020-01-02 8:55:06 | 0:01:47 | 29642 | failed install-dependencies |
10.6.x86_64 | 13829 | 2020-01-02 8:54:39 | 0:01:40 | 3054 | failed install-dependencies |
10.7 | 12962 | 2020-01-02 8:53:59 | 0:01:10 | 3051 | failed install-dependencies |