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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 | 17729 | 2022-01-20 10:18:51 | 0:00:29 | 3777 | failed install-dependencies |
| 12 | 17654 | 2022-01-20 8:35:42 | 0:00:29 | 3772 | failed install-dependencies |
| 10.6.x86_64 | 89691 | 2022-01-20 7:13:44 | 0:00:19 | 26982 | failed install-dependencies |
| 10.7 | 85674 | 2022-01-20 7:09:12 | 0:00:24 | 26838 | failed install-dependencies |
| 11 | 61534 | 2022-01-20 7:02:47 | 0:00:36 | 15077 | failed install-dependencies |
| 10.6.x86_64 | 72076 | 2021-09-06 8:24:14 | 0:01:52 | 21472 | failed install-dependencies |
| 10.7 | 67239 | 2021-09-06 4:16:19 | 0:01:44 | 21508 | failed install-dependencies |
| 10.7 | 62712 | 2021-07-18 14:12:01 | 0:02:05 | 20008 | failed install-dependencies |
| 10.6.x86_64 | 67924 | 2021-07-18 12:16:48 | 0:02:03 | 19970 | failed install-dependencies |
| 10.6.x86_64 | 66664 | 2021-07-11 2:06:40 | 0:01:47 | 19782 | failed install-dependencies |
| 10.7 | 61078 | 2021-07-11 1:58:55 | 0:01:40 | 19820 | failed install-dependencies |
| 11 | 39766 | 2021-07-11 0:05:43 | 0:03:43 | 7804 | failed install-dependencies |
| 11 | 14514 | 2021-01-14 4:58:42 | 0:02:25 | 1912 | failed install-dependencies |
| 10.7 | 40519 | 2021-01-13 8:42:10 | 0:01:52 | 13904 | failed install-dependencies |
| 10.8 | 34980 | 2021-01-13 8:38:12 | 0:05:38 | 11764 | build successful |
| 10.6.x86_64 | 44909 | 2021-01-13 8:37:57 | 0:01:24 | 13925 | failed install-dependencies |
| 10.10 | 132081 | 2021-01-13 8:32:32 | 0:08:58 | 41513 | build successful |
| 10.9 | 135875 | 2021-01-13 8:26:00 | 0:04:04 | 41464 | build successful |
| 10.12 | 123131 | 2020-07-17 16:49:02 | 0:09:50 | 34970 | build successful |
| 10.12 | 122659 | 2020-07-14 10:15:58 | 0:01:29 | 34904 | failed install-dependencies |
| 10.15 | 19982 | 2020-01-08 13:57:44 | 0:09:27 | 1884 | build successful |
| 10.10 | 106544 | 2020-01-04 1:53:21 | 0:01:16 | 30709 | failed install-dependencies |
| 10.9 | 109101 | 2020-01-04 0:55:40 | 0:01:46 | 30651 | failed install-dependencies |
| 10.14 | 49556 | 2020-01-02 19:25:53 | 0:10:29 | 12338 | build successful |
| 10.13 | 74779 | 2020-01-02 18:46:23 | 0:10:32 | 21618 | build successful |
| 10.11 | 105040 | 2020-01-02 18:16:06 | 0:09:46 | 30661 | build successful |
| 10.8 | 11647 | 2020-01-02 14:38:07 | 0:01:42 | 3048 | failed install-dependencies |
| 10.6 | 6685 | 2020-01-02 10:36:15 | 0:18:53 | 3069 | build successful |
| 10.12 | 109997 | 2020-01-02 8:56:55 | 0:01:48 | 29642 | failed install-dependencies |
| 10.6.x86_64 | 13830 | 2020-01-02 8:56:21 | 0:02:16 | 3054 | failed install-dependencies |
| 10.7 | 12963 | 2020-01-02 8:55:12 | 0:01:13 | 3051 | failed install-dependencies |