A library for debugging/inspecting machine learning classifiers and explaining their predictions
active 2023-08-16 → 2026-04-01 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 960 days from 2023-08-16 to 2026-04-01. Pushes: 34 total, peak 8 in a day. Pull requests: 20 total, peak 6 in a day. Issues: 8 total, peak 4 in a day. Comments: 27 total, peak 8 in a day. Stars: 68 total, peak 2 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| lopuhin | 70 | 34 | 14 | 15 |
| Copilot | 6 | 0 | 0 | 2 |
| RobertCarruthers-Ki | 5 | 0 | 4 | 1 |
| raultomasmora | 3 | 0 | 0 | 2 |
| lukaspistelak | 3 | 0 | 0 | 3 |
| zzz4zzz | 2 | 0 | 2 | 0 |
| zeromh | 1 | 0 | 0 | 0 |
| frosty24 | 1 | 0 | 0 | 1 |
| Daggeredsoul | 1 | 0 | 0 | 0 |
| isabelizimm | 1 | 0 | 0 | 1 |
| DrJStrudwick | 1 | 0 | 0 | 1 |
| ClaudioSalvatoreArcidiacono | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#59ClaudioSalvatoreArcidiacono2025-07-17 15:20PermutationImportance uses CV splitter indexes incorrectly
- Issue#59zeromh2025-06-17 21:00PermutationImportance uses CV splitter indexes incorrectly
- Issue comment#47lopuhin2025-04-20 17:16updates Keras and tensorflow version [MNT]
- Pull request#47lopuhin2025-04-20 17:16
- Issue comment#37lopuhin2025-04-20 17:15Error: estimator is not supported (Keras)
- Issue#37lopuhin2025-04-20 17:15Error: estimator is not supported (Keras)
- Pull request#58lopuhin2025-04-20 16:34
- Pull request#56lopuhin2025-04-06 09:20
- Pull request#56lopuhin2025-04-05 22:15
- Pull request#55lopuhin2025-04-05 20:03
- Pull request#55lopuhin2025-04-05 19:55
- Pull request#53lopuhin2025-04-05 19:33
- Pull request#54lopuhin2025-04-05 19:22
- Issue comment#53lopuhin2025-04-05 19:21[WIP] Explain LLM predictions, using logprobs to highlight token probability
- Pull request#54lopuhin2025-04-05 19:07
- Pull request#52lopuhin2025-03-30 22:49
- Issue comment#47lopuhin2025-03-30 22:47updates Keras and tensorflow version [MNT]
- Issue comment#31lopuhin2025-03-30 22:47Support for TensorFlow Keras
- Pull request#36lopuhin2025-03-30 22:44
- Pull request#52lopuhin2025-03-30 22:41
- Issue comment#38lopuhin2025-03-23 13:35New pypi release including latest fixes
- Issue comment#12lopuhin2025-03-23 13:35permutation Importance warning scikit 0.25
- Issue#12lopuhin2025-03-23 13:35permutation Importance warning scikit 0.25
- Issue comment#16lopuhin2025-03-23 13:34eli5, keras image explanaition error
- Issue#16lopuhin2025-03-23 13:33eli5, keras image explanaition error
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 68 stars here means stars gained during the window, not the repo's star count.