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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: MIT31 build(s) found
| Builder | Build Number | Start Time | Elapsed Time | Watcher | Build Status |
|---|---|---|---|---|---|
| 12 | 17667 | 2022-01-20 8:46:15 | 0:03:32 | 3772 | build successful |
| 10.6.x86_64 | 89697 | 2022-01-20 7:18:16 | 0:00:33 | 26982 | failed install-dependencies |
| 10.7 | 85683 | 2022-01-20 7:12:44 | 0:00:20 | 26838 | failed install-dependencies |
| 10.8 | 77425 | 2022-01-20 6:59:17 | 0:00:51 | 24893 | failed install-dependencies |
| 10.6.x86_64 | 72110 | 2021-09-06 10:06:25 | 0:01:56 | 21472 | failed install-dependencies |
| 10.7 | 67279 | 2021-09-06 5:20:05 | 0:01:34 | 21508 | failed install-dependencies |
| 10.8 | 59602 | 2021-09-06 2:31:32 | 0:01:35 | 19367 | failed install-dependencies |
| 10.7 | 62763 | 2021-07-18 16:32:22 | 0:02:32 | 20008 | failed install-dependencies |
| 10.6.x86_64 | 67962 | 2021-07-18 14:23:46 | 0:02:00 | 19970 | failed install-dependencies |
| 10.8 | 55426 | 2021-07-18 7:42:28 | 0:01:30 | 17867 | failed install-dependencies |
| 10.6.x86_64 | 66667 | 2021-07-11 2:11:30 | 0:01:54 | 19782 | failed install-dependencies |
| 10.7 | 61086 | 2021-07-11 2:11:21 | 0:01:34 | 19820 | failed install-dependencies |
| 10.8 | 54387 | 2021-07-10 23:38:17 | 0:01:42 | 17678 | failed install-dependencies |
| 11 | 14523 | 2021-01-14 5:32:02 | 0:07:46 | 1912 | build successful |
| 10.7 | 40525 | 2021-01-13 8:52:22 | 0:01:28 | 13904 | failed install-dependencies |
| 10.8 | 34982 | 2021-01-13 8:45:55 | 0:01:32 | 11764 | failed install-dependencies |
| 10.10 | 132082 | 2021-01-13 8:41:33 | 0:07:12 | 41513 | build successful |
| 10.6.x86_64 | 44911 | 2021-01-13 8:40:56 | 0:01:23 | 13925 | failed install-dependencies |
| 10.9 | 135877 | 2021-01-13 8:31:18 | 0:04:09 | 41464 | build successful |
| 10.12 | 122704 | 2020-07-14 14:39:53 | 0:07:10 | 34904 | build successful |
| 10.15 | 19984 | 2020-01-08 14:13:57 | 0:08:08 | 1884 | build successful |
| 10.10 | 106545 | 2020-01-04 1:54:39 | 0:01:17 | 30709 | failed install-dependencies |
| 10.9 | 109102 | 2020-01-04 0:57:27 | 0:01:50 | 30651 | failed install-dependencies |
| 10.14 | 49557 | 2020-01-02 19:36:26 | 0:09:39 | 12338 | build successful |
| 10.13 | 74780 | 2020-01-02 18:56:57 | 0:09:21 | 21618 | build successful |
| 10.11 | 105041 | 2020-01-02 18:25:55 | 0:08:44 | 30661 | build successful |
| 10.8 | 11648 | 2020-01-02 14:39:52 | 0:01:43 | 3048 | failed install-dependencies |
| 10.6 | 6686 | 2020-01-02 10:55:27 | 0:22:22 | 3069 | build successful |
| 10.12 | 109998 | 2020-01-02 8:58:46 | 0:01:50 | 29642 | failed install-dependencies |
| 10.6.x86_64 | 13831 | 2020-01-02 8:58:40 | 0:02:36 | 3054 | failed install-dependencies |
| 10.7 | 12964 | 2020-01-02 8:56:27 | 0:01:12 | 3051 | failed install-dependencies |