https://github.com/numpy/numpy
numpy python
Score: 40.08297774222758
Last synced: about 11 hours ago
JSON representation
Repository metadata:
The fundamental package for scientific computing with Python.
- Host: GitHub
- URL: https://github.com/numpy/numpy
- Owner: numpy
- License: other
- Created: 2010-09-13T23:02:39.000Z (over 15 years ago)
- Default Branch: main
- Last Pushed: 2026-02-02T01:57:02.000Z (4 days ago)
- Last Synced: 2026-02-02T07:14:31.321Z (4 days ago)
- Topics: numpy, python
- Language: Python
- Homepage: https://numpy.org
- Size: 163 MB
- Stars: 31,372
- Watchers: 588
- Forks: 12,014
- Open Issues: 2,297
-
Metadata Files:
- Readme: README.md
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE.txt
- Citation: CITATION.bib
-
Funding:
- Open collective: numpy
- Tidelift: pypi/numpy
- Custom: https://numpy.org/about/#donate
Owner metadata:
- Name: NumPy
- Login: numpy
- Email:
- Kind: organization
- Description:
- Website: http://www.numpy.org/
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/288276?v=4
- Repositories: 33
- Last Synced at: 2026-01-23T16:02:31.594Z
- Profile URL: https://github.com/numpy
Committers metadata
Last synced: 1 day ago
Total Commits: 30,694
Total Committers: 1,972
Avg Commits per committer: 15.565
Development Distribution Score (DDS): 0.925
Commits in past year: 1,958
Committers in past year: 208
Avg Commits per committer in past year: 9.413
Development Distribution Score (DDS) in past year: 0.678
| Name | Commits | |
|---|---|---|
| Charles Harris | c****s@g****m | 2317 |
| Travis Oliphant | t****t@g****m | 2013 |
| Sebastian Berg | s****n@s****t | 2004 |
| David Cournapeau | c****e@g****m | 1475 |
| Matti Picus | m****s@g****m | 1194 |
| Pearu Peterson | p****n@g****m | 1099 |
| Eric Wieser | w****c@g****m | 1022 |
| Ralf Gommers | r****s@g****m | 891 |
| Pauli Virtanen | p****v@i****i | 806 |
| Joren Hammudoglu | j****u@g****m | 796 |
| Bas van Beek | b****k@v****l | 761 |
| Mark Wiebe | m****e@g****m | 734 |
| Nathan Goldbaum | n****m@g****m | 541 |
| Julian Taylor | j****8@g****m | 517 |
| Stefan van der Walt | s****v@b****u | 513 |
| dependabot[bot] | 4****] | 361 |
| Raghuveer Devulapalli | m****r@g****m | 315 |
| Rohit Goswami | r****2@h****s | 292 |
| Sayed Awad | s****o@i****m | 280 |
| Dimitri Papadopoulos Orfanos | 3****s | 263 |
| Kevin Sheppard | k****d@g****m | 252 |
| Warren Weckesser | w****r@g****m | 252 |
| Eric Jones | e****c@e****m | 248 |
| Aaron Meurer | a****r@g****m | 246 |
| David M Cooke | c****m@l****t | 244 |
| Marten van Kerkwijk | m****k@a****a | 237 |
| Robert Kern | r****n@e****m | 234 |
| Mateusz Sokół | m****6@g****m | 229 |
| Pierre GM | p****e@g****m | 197 |
| Ross Barnowski | r****r@b****u | 181 |
| and 1942 more... | ||
Issue and Pull Request metadata
Last synced: about 13 hours ago
Total issues: 2,729
Total pull requests: 6,102
Average time to close issues: about 1 year
Average time to close pull requests: about 1 month
Total issue authors: 1,624
Total pull request authors: 714
Average comments per issue: 4.83
Average comments per pull request: 2.62
Merged pull request: 4,553
Bot issues: 4
Bot pull requests: 351
Past year issues: 447
Past year pull requests: 1,684
Past year average time to close issues: 8 days
Past year average time to close pull requests: 3 days
Past year issue authors: 290
Past year pull request authors: 212
Past year average comments per issue: 2.13
Past year average comments per pull request: 1.79
Past year merged pull request: 1,148
Past year bot issues: 2
Past year bot pull requests: 118
Top Issue Authors
- ngoldbaum (83)
- charris (68)
- seberg (66)
- mattip (58)
- rgommers (49)
- HaoZeke (32)
- eric-wieser (25)
- mhvk (23)
- jorenham (23)
- hawkinsp (16)
- bersbersbers (15)
- jakevdp (15)
- lysnikolaou (14)
- neutrinoceros (14)
- tylerjereddy (14)
Top Pull Request Authors
- charris (1,126)
- jorenham (487)
- ngoldbaum (372)
- dependabot[bot] (351)
- seberg (296)
- rgommers (176)
- mattip (166)
- DimitriPapadopoulos (150)
- mtsokol (144)
- MarcoGorelli (121)
- eendebakpt (102)
- F3eQnxN3RriK (69)
- WarrenWeckesser (63)
- HaoZeke (61)
- mhvk (60)
Top Issue Labels
- 00 - Bug (1,194)
- 04 - Documentation (336)
- 01 - Enhancement (165)
- component: numpy.f2py (118)
- 57 - Close? (112)
- 32 - Installation (108)
- 33 - Question (97)
- Static typing (83)
- component: numpy._core (49)
- sprintable (42)
- component: numpy.distutils (42)
- component: numpy.core (41)
- component: numpy.ma (40)
- 03 - Maintenance (40)
- component: SIMD (36)
- component: numpy.random (36)
- component: CI (35)
- component: numpy.lib (32)
- 17 - Task (31)
- 41 - Static typing (28)
- component: numpy.dtype (27)
- component: build (27)
- component: numpy.linalg (23)
- 06 - Regression (23)
- 23 - Wish List (23)
- Numpy 2.0 API Changes (21)
- 39 - free-threading (21)
- 15 - Discussion (20)
- component: numpy.ufunc (20)
- 62 - Python API (18)
Top Pull Request Labels
- 03 - Maintenance (1,470)
- 00 - Bug (1,052)
- 04 - Documentation (927)
- 08 - Backport (850)
- 01 - Enhancement (566)
- 41 - Static typing (411)
- 09 - Backport-Candidate (294)
- Static typing (269)
- 36 - Build (264)
- component: CI (185)
- 05 - Testing (183)
- component: numpy.f2py (173)
- 30 - API (138)
- component: SIMD (108)
- 39 - free-threading (103)
- numtype (99)
- component: numpy.ma (90)
- 14 - Release (88)
- Numpy 2.0 API Changes (80)
- component: numpy._core (72)
- Patch (58)
- Meson (56)
- component: numpy.lib (54)
- 56 - Needs Release Note. (50)
- 39 - no-GIL (44)
- 07 - Deprecation (42)
- triage review (36)
- 25 - WIP (35)
- component: build (34)
- component: numpy.random (33)
Package metadata
- Total packages: 8
-
Total downloads:
- pypi: 663,399,560 last-month
- Total docker downloads: 3,187,959,989
- Total dependent packages: 40,761 (may contain duplicates)
- Total dependent repositories: 516,235 (may contain duplicates)
- Total versions: 524
- Total maintainers: 8
- Total advisories: 8
pypi.org: numpy
Fundamental package for array computing in Python
- Homepage:
- Documentation: https://numpy.readthedocs.io/
- Licenses: other
- Latest release: 2.4.0 (published about 2 months ago)
- Last Synced: 2025-12-20T16:31:08.759Z (about 2 months ago)
- Versions: 173
- Dependent Packages: 36,144
- Dependent Repositories: 487,463
- Downloads: 663,399,242 Last month
- Docker Downloads: 3,187,959,989
-
Rankings:
- Dependent packages count: 0.0%
- Dependent repos count: 0.0%
- Downloads: 0.003%
- Docker downloads count: 0.019%
- Average: 0.053%
- Forks count: 0.105%
- Stargazers count: 0.193%
- Maintainers (5)
- Advisories:
conda-forge.org: numpy
NumPy is the fundamental package needed for scientific computing with Python.
- Homepage: http://numpy.org/
- Licenses: BSD-3-Clause
- Latest release: 1.23.4 (published over 3 years ago)
- Last Synced: 2026-02-01T14:38:26.885Z (4 days ago)
- Versions: 67
- Dependent Packages: 4,332
- Dependent Repositories: 13,512
-
Rankings:
- Dependent repos count: 0.005%
- Dependent packages count: 0.01%
- Average: 0.651%
- Forks count: 1.118%
- Stargazers count: 1.472%
anaconda.org: numpy
NumPy is the fundamental package needed for scientific computing with Python.
- Homepage: https://numpy.org
- Licenses: BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0
- Latest release: 2.4.1 (published 23 days ago)
- Last Synced: 2026-01-18T08:13:40.043Z (19 days ago)
- Versions: 66
- Dependent Packages: 275
- Dependent Repositories: 13,512
-
Rankings:
- Dependent repos count: 0.03%
- Dependent packages count: 0.091%
- Average: 1.781%
- Forks count: 3.08%
- Stargazers count: 3.925%
pypi.org: intel-numpy
NumPy is the fundamental package for array computing with Python.
- Homepage: https://www.numpy.org
- Documentation: https://numpy.org/doc/1.21
- Licenses: BSD
- Latest release: 1.21.5 (published about 2 years ago)
- Last Synced: 2026-01-28T04:25:32.843Z (9 days ago)
- Versions: 4
- Dependent Packages: 4
- Dependent Repositories: 38
- Downloads: 290 Last month
-
Rankings:
- Forks count: 0.056%
- Stargazers count: 0.081%
- Average: 2.101%
- Dependent repos count: 2.37%
- Dependent packages count: 2.377%
- Downloads: 5.623%
- Maintainers (2)
proxy.golang.org: github.com/numpy/numpy
- Homepage:
- Documentation: https://pkg.go.dev/github.com/numpy/numpy#section-documentation
- Licenses: other
- Latest release: v2.1.3+incompatible (published over 1 year ago)
- Last Synced: 2024-11-30T17:04:17.622Z (about 1 year ago)
- Versions: 133
- Dependent Packages: 0
- Dependent Repositories: 1
-
Rankings:
- Forks count: 0.029%
- Stargazers count: 0.073%
- Average: 3.592%
- Dependent repos count: 4.706%
- Dependent packages count: 9.561%
anaconda.org: numpy-base
NumPy is the fundamental package needed for scientific computing with Python.
- Homepage: https://numpy.org
- Licenses: BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0
- Latest release: 2.4.1 (published 23 days ago)
- Last Synced: 2026-01-18T08:13:40.986Z (19 days ago)
- Versions: 58
- Dependent Packages: 5
- Dependent Repositories: 1,707
-
Rankings:
- Dependent repos count: 2.083%
- Forks count: 3.08%
- Stargazers count: 3.925%
- Average: 4.461%
- Dependent packages count: 8.756%
pypi.org: numpy-mips64
NumPy is the fundamental package for array computing with Python.
- Homepage: https://www.numpy.org
- Documentation: https://docs.scipy.org/doc/numpy/
- Licenses: BSD
- Latest release: 1.17.4 (published about 6 years ago)
- Last Synced: 2026-01-28T04:25:31.258Z (9 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 28 Last month
-
Rankings:
- Forks count: 0.056%
- Stargazers count: 0.081%
- Dependent packages count: 10.141%
- Average: 12.253%
- Dependent repos count: 21.526%
- Downloads: 29.462%
- Maintainers (1)
anaconda.org: numpy-devel
NumPy is the fundamental package needed for scientific computing with Python.
- Homepage: http://numpy.scipy.org/
- Licenses: BSD 3-Clause
- Latest release: 1.18.5 (published over 5 years ago)
- Last Synced: 2026-02-02T14:11:31.975Z (3 days ago)
- Versions: 22
- Dependent Packages: 1
- Dependent Repositories: 1
-
Rankings:
- Forks count: 3.08%
- Stargazers count: 3.925%
- Average: 22.262%
- Dependent packages count: 30.655%
- Dependent repos count: 51.389%
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