https://github.com/scikit-learn/scikit-learn
data-analysis data-science machine-learning python statistics
Score: 40.55061792747896
Last synced: about 10 hours ago
JSON representation
Repository metadata:
scikit-learn: machine learning in Python
- Host: GitHub
- URL: https://github.com/scikit-learn/scikit-learn
- Owner: scikit-learn
- License: bsd-3-clause
- Created: 2010-08-17T09:43:38.000Z (about 16 years ago)
- Default Branch: main
- Last Pushed: 2026-08-21T08:56:47.000Z (5 days ago)
- Last Synced: 2026-08-22T12:39:22.849Z (3 days ago)
- Topics: data-analysis, data-science, machine-learning, python, statistics
- Language: Python
- Homepage: https://scikit-learn.org
- Size: 178 MB
- Stars: 67,009
- Watchers: 2,124
- Forks: 27,298
- Open Issues: 2,124
-
Metadata Files:
- Readme: README.rst
- Contributing: CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: COPYING
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
- Security: SECURITY.md
- Agents: AGENTS.md
-
Funding:
- Custom: https://numfocus.org/donate-to-scikit-learn
Owner metadata:
- Name: scikit-learn
- Login: scikit-learn
- Email:
- Kind: organization
- Description: Repositories related to the scikit-learn Python machine learning library.
- Website: http://scikit-learn.org
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/365630?v=4
- Repositories: 15
- Last Synced at: 2024-10-29T13:06:58.454Z
- Profile URL: https://github.com/scikit-learn
Committers metadata
Last synced: 7 days ago
Total Commits: 30,969
Total Committers: 3,395
Avg Commits per committer: 9.122
Development Distribution Score (DDS): 0.935
Commits in past year: 1,198
Committers in past year: 238
Avg Commits per committer in past year: 5.034
Development Distribution Score (DDS) in past year: 0.855
| Name | Commits | |
|---|---|---|
| Olivier Grisel | o****l@e****g | 1999 |
| Andreas Mueller | a****r@a****e | 1795 |
| Fabian Pedregosa | f****a@i****r | 1566 |
| Gael Varoquaux | g****x@i****r | 1444 |
| Lars Buitinck | L****k@u****l | 1117 |
| Thomas J. Fan | t****n@g****m | 920 |
| Gilles Louppe | g****e@g****m | 745 |
| Peter Prettenhofer | p****r@g****m | 723 |
| Alexandre Gramfort | a****t@i****r | 708 |
| Vlad Niculae | v****d@v****o | 681 |
| Guillaume Lemaitre | g****8@g****m | 666 |
| Mathieu Blondel | m****u@m****g | 665 |
| Joel Nothman | j****n@g****m | 654 |
| Loic Esteve | l****e@y****m | 642 |
| Arnaud Joly | a****y@u****e | 531 |
| Jérémie du Boisberranger | 3****b | 510 |
| scikit-learn-bot | t****v@g****m | 498 |
| Jaques Grobler | j****r@i****r | 308 |
| Adrin Jalali | a****i@g****m | 303 |
| Jake VanderPlas | v****s@a****u | 298 |
| Manoj Kumar | m****4@g****m | 263 |
| Christian Lorentzen | l****h@g****m | 260 |
| Hanmin Qin | q****5@s****m | 260 |
| Lucy Liu | j****6@g****m | 255 |
| Nicolas Hug | c****t@n****m | 251 |
| Jan Hendrik Metzen | j****m@i****e | 210 |
| Nelle Varoquaux | n****x@g****m | 204 |
| Robert Layton | r****n@g****m | 204 |
| Noel Dawe | N****e@c****h | 169 |
| Brian Holt | b****8@c****k | 154 |
| and 3365 more... | ||
Issue and Pull Request metadata
Last synced: about 24 hours ago
Total issues: 2,323
Total pull requests: 6,953
Average time to close issues: over 1 year
Average time to close pull requests: 5 months
Total issue authors: 1,253
Total pull request authors: 1,308
Average comments per issue: 5.99
Average comments per pull request: 3.82
Merged pull request: 4,037
Bot issues: 0
Bot pull requests: 29
Past year issues: 236
Past year pull requests: 784
Past year average time to close issues: 17 days
Past year average time to close pull requests: 11 days
Past year issue authors: 108
Past year pull request authors: 284
Past year average comments per issue: 4.57
Past year average comments per pull request: 2.59
Past year merged pull request: 262
Past year bot issues: 0
Past year bot pull requests: 3
Top Issue Authors
- scikit-learn-bot (230)
- glemaitre (63)
- lorentzenchr (60)
- lesteve (56)
- amueller (53)
- ogrisel (52)
- adrinjalali (39)
- jeremiedbb (26)
- thomasjpfan (25)
- lucyleeow (24)
- StefanieSenger (20)
- adam2392 (19)
- jnothman (19)
- betatim (18)
- reshamas (18)
Top Pull Request Authors
- scikit-learn-bot (634)
- lesteve (461)
- glemaitre (357)
- jeremiedbb (321)
- lucyleeow (220)
- adrinjalali (204)
- ogrisel (203)
- lorentzenchr (202)
- Charlie-XIAO (194)
- StefanieSenger (164)
- thomasjpfan (108)
- OmarManzoor (75)
- betatim (71)
- star1327p (68)
- DimitriPapadopoulos (67)
Top Issue Labels
- Needs Triage (690)
- Bug (647)
- New Feature (450)
- Documentation (329)
- help wanted (159)
- Enhancement (127)
- Needs Decision (117)
- API (104)
- Build / CI (78)
- module:linear_model (70)
- RFC (63)
- module:ensemble (61)
- Moderate (60)
- Needs Investigation (56)
- module:metrics (46)
- Performance (42)
- Needs Decision - Include Feature (40)
- module:preprocessing (37)
- module:model_selection (35)
- module:tree (34)
- Array API (32)
- module:cluster (28)
- cython (28)
- good first issue (28)
- module:utils (24)
- Easy (24)
- Hard (23)
- Meta-issue (23)
- Developer API (23)
- Needs Reproducible Code (22)
Top Pull Request Labels
- Documentation (1,646)
- No Changelog Needed (990)
- Build / CI (951)
- module:utils (742)
- module:metrics (629)
- Quick Review (614)
- module:linear_model (372)
- cython (344)
- Waiting for Second Reviewer (306)
- module:ensemble (266)
- module:cluster (218)
- module:model_selection (205)
- Array API (198)
- Stalled (198)
- module:preprocessing (179)
- module:datasets (175)
- module:tree (130)
- module:neighbors (123)
- To backport (121)
- module:decomposition (118)
- module:feature_selection (113)
- Needs Decision (96)
- help wanted (86)
- module:inspection (70)
- module:manifold (69)
- module:compose (63)
- Waiting for Reviewer (59)
- module:covariance (58)
- module:feature_extraction (51)
- module:svm (47)
Package metadata
- Total packages: 6
-
Total downloads:
- conda: 47,323,365 total
- pypi: 238,739,518 last-month
- Total docker downloads: 1,453,109,205
- Total dependent packages: 9,300 (may contain duplicates)
- Total dependent repositories: 152,733 (may contain duplicates)
- Total versions: 162
- Total maintainers: 11
- Total advisories: 3
pypi.org: scikit-learn
A set of python modules for machine learning and data mining
- Homepage:
- Documentation: https://scikit-learn.readthedocs.io/
- Licenses: BSD-3-Clause
- Latest release: 1.9.0 (published 3 months ago)
- Last Synced: 2026-08-24T13:40:21.049Z (1 day ago)
- Versions: 91
- Dependent Packages: 8,580
- Dependent Repositories: 142,401
- Downloads: 238,739,492 Last month
- Docker Downloads: 1,453,109,205
-
Rankings:
- Dependent packages count: 0.002%
- Dependent repos count: 0.005%
- Forks count: 0.017%
- Downloads: 0.022%
- Average: 0.023%
- Stargazers count: 0.04%
- Docker downloads count: 0.049%
- Maintainers (9)
- Advisories:
conda-forge.org: scikit-learn
- Homepage: http://scikit-learn.org/
- Licenses: BSD-3-Clause
- Latest release: 1.1.3 (published almost 4 years ago)
- Last Synced: 2026-04-01T16:24:14.792Z (5 months ago)
- Versions: 31
- Dependent Packages: 647
- Dependent Repositories: 5,166
- Downloads: 44,294,318 Total
-
Rankings:
- Dependent repos count: 0.04%
- Dependent packages count: 0.08%
- Forks count: 0.085%
- Average: 0.099%
- Stargazers count: 0.19%
anaconda.org: scikit-learn
Scikit-learn is an open source machine learning library that supports supervised and unsupervised learning. It also provides various tools for model fitting, data preprocessing, model selection, model evaluation, and many other utilities.
- Homepage: https://scikit-learn.org
- Licenses: BSD-3-Clause
- Latest release: 1.9.0 (published 2 months ago)
- Last Synced: 2026-06-15T16:18:22.889Z (2 months ago)
- Versions: 33
- Dependent Packages: 73
- Dependent Repositories: 5,166
- Downloads: 3,029,047 Total
-
Rankings:
- Dependent repos count: 0.242%
- Dependent packages count: 0.393%
- Forks count: 0.393%
- Average: 0.408%
- Stargazers count: 0.604%
pypi.org: recommender-testing11
simple random movie recommender
- Homepage: https://github.com/scikit-learn/scikit-learn/tree/main/sklearn/datasets
- Documentation: https://recommender-testing11.readthedocs.io/
- Licenses: Open Source
- Latest release: 0.5 (published over 3 years ago)
- Last Synced: 2026-08-24T13:40:21.090Z (1 day ago)
- Versions: 5
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 20 Last month
-
Rankings:
- Forks count: 0.005%
- Stargazers count: 0.012%
- Dependent packages count: 6.886%
- Average: 9.368%
- Dependent repos count: 30.571%
- Maintainers (1)
pypi.org: sklearn-gini
A set of python modules for machine learning and data mining
- Homepage: https://scikit-learn.org
- Documentation: https://scikit-learn.org/stable/documentation.html
- Licenses: new BSD
- Latest release:
- Last Synced: 2026-08-24T13:41:58.610Z (1 day ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 10.172%
- Average: 33.712%
- Dependent repos count: 57.251%
- Maintainers (1)
pypi.org: scikit-learn-gini
A set of python modules for machine learning and data mining
- Homepage: https://scikit-learn.org
- Documentation: https://scikit-learn.org/stable/documentation.html
- Licenses: new BSD
- Latest release: 1.4.0 (published almost 2 years ago)
- Last Synced: 2026-08-24T13:41:58.980Z (1 day ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 6 Last month
-
Rankings:
- Dependent packages count: 10.172%
- Average: 33.712%
- Dependent repos count: 57.251%
- Maintainers (1)