A set of type stubs for popular Python packages. These are works in progress from the Microsoft Python team and others, with the intent that they are contributed to typeshed or to the associated packages once sufficiently complete.
active 2025-03-14 → 2026-04-28 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 411 days from 2025-03-14 to 2026-04-28. Pushes: 20 total, peak 4 in a day. Pull requests: 48 total, peak 8 in a day. Issues: 0 total, peak 0 in a day. Comments: 26 total, peak 3 in a day. Stars: 23 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 |
|---|---|---|---|---|
| debonte | 69 | 19 | 22 | 8 |
| Avasam | 38 | 0 | 22 | 9 |
| x99b | 3 | 0 | 1 | 2 |
| fhoehle | 2 | 0 | 0 | 1 |
| microsoft-github-policy-service[bot] | 2 | 0 | 0 | 2 |
| nbnds | 1 | 0 | 0 | 1 |
| isaac-mcfadyen | 1 | 0 | 0 | 1 |
| hoel-bagard | 1 | 0 | 1 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#393fhoehle2026-04-27 06:28Add missing `contextlib.contextmanager` to `sklearn.config_context`
- Pull request#390Avasam2025-12-05 03:07
- Issue comment#388microsoft-github-policy-service[bot]2025-09-01 02:47[sklearn]: use `npt.NDArray` instead of `np.ndarray`
- Pull request#388hoel-bagard2025-09-01 02:47
- Pull request#369debonte2025-07-22 19:45
- Issue comment#369Avasam2025-07-22 19:06Remove networkx stubs in favor of typeshed
- Pull request#387debonte2025-07-19 01:34
- Issue comment#387Avasam2025-07-18 15:45[sklearn] Make `BaseEstimator` inherit from `_MetadataRequester`
- Issue comment#387debonte2025-07-18 15:29[sklearn] Make `BaseEstimator` inherit from `_MetadataRequester`
- Issue comment#387tmke82025-07-18 13:23[sklearn] Make `BaseEstimator` inherit from `_MetadataRequester`
- Issue comment#369debonte2025-07-11 18:17Remove networkx stubs in favor of typeshed
- Issue comment#384debonte2025-06-23 17:35Add `TargetEncoder` for scikit-learn
- Issue comment#384Avasam2025-06-20 23:22Add `TargetEncoder` for scikit-learn
- Pull request#385debonte2025-06-20 19:24
- Issue comment#369Avasam2025-06-20 03:21Remove networkx stubs in favor of typeshed
- Pull request#385Avasam2025-06-20 03:09
- Issue comment#384x99b2025-06-12 12:28Add `TargetEncoder` for scikit-learn
- Issue comment#384x99b2025-06-12 12:26Add `TargetEncoder` for scikit-learn
- Issue comment#384microsoft-github-policy-service[bot]2025-06-12 12:25Add `TargetEncoder` for scikit-learn
- Pull request#384x99b2025-06-12 12:25
- Issue comment#369nbnds2025-06-07 13:00Remove networkx stubs in favor of typeshed
- Issue comment#382debonte2025-06-03 22:01Disallow blanket ignores and remove unused noqa
- Pull request#382Avasam2025-06-03 21:41
- Issue comment#381debonte2025-05-31 21:20Remove upstream partial transformers stubs
- Issue comment#381isaac-mcfadyen2025-05-31 18:05Remove upstream partial transformers stubs
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 23 stars here means stars gained during the window, not the repo's star count.