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https://github.com/numpy/numpy

numpy python

Score: 40.168809978147884

Last synced: about 7 hours ago
JSON representation

Repository metadata:

The fundamental package for scientific computing with Python.

Owner metadata:

Committers metadata

Last synced: 4 days ago

Total Commits: 31,145
Total Committers: 2,020
Avg Commits per committer: 15.418
Development Distribution Score (DDS): 0.925

Commits in past year: 1,689
Committers in past year: 212
Avg Commits per committer in past year: 7.967
Development Distribution Score (DDS) in past year: 0.683

Name Email Commits
Charles Harris c****s@g****m 2332
Sebastian Berg s****n@s****t 2029
Travis Oliphant t****t@g****m 2013
David Cournapeau c****e@g****m 1475
Matti Picus m****s@g****m 1202
Pearu Peterson p****n@g****m 1099
Eric Wieser w****c@g****m 1022
Ralf Gommers r****s@g****m 909
Joren Hammudoglu j****u@g****m 869
Pauli Virtanen p****v@i****i 806
Bas van Beek b****k@v****l 761
Mark Wiebe m****e@g****m 734
Nathan Goldbaum n****m@g****m 563
Julian Taylor j****8@g****m 517
Stefan van der Walt s****v@b****u 513
dependabot[bot] 4****] 435
Raghuveer Devulapalli m****r@g****m 315
Rohit Goswami r****2@h****s 297
Sayed Awad s****o@i****m 280
Dimitri Papadopoulos Orfanos 3****s 267
Warren Weckesser w****r@g****m 257
Kevin Sheppard k****d@g****m 252
Marten van Kerkwijk m****k@a****a 249
Eric Jones e****c@e****m 248
Aaron Meurer a****r@g****m 246
David M Cooke c****m@l****t 244
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 1990 more...

Issue and Pull Request metadata

Last synced: 5 days ago

Total issues: 2,808
Total pull requests: 6,326
Average time to close issues: about 1 year
Average time to close pull requests: about 1 month
Total issue authors: 1,663
Total pull request authors: 791
Average comments per issue: 4.88
Average comments per pull request: 2.65
Merged pull request: 4,641
Bot issues: 4
Bot pull requests: 371

Past year issues: 224
Past year pull requests: 719
Past year average time to close issues: 13 days
Past year average time to close pull requests: 5 days
Past year issue authors: 148
Past year pull request authors: 190
Past year average comments per issue: 2.87
Past year average comments per pull request: 2.06
Past year merged pull request: 337
Past year bot issues: 2
Past year bot pull requests: 52

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/numpy/numpy

Top Issue Authors

  • ngoldbaum (87)
  • charris (72)
  • seberg (72)
  • mattip (61)
  • rgommers (49)
  • HaoZeke (32)
  • eric-wieser (25)
  • jorenham (24)
  • mhvk (23)
  • neutrinoceros (16)
  • hawkinsp (16)
  • bersbersbers (15)
  • WarrenWeckesser (15)
  • jakevdp (15)
  • lysnikolaou (14)

Top Pull Request Authors

  • charris (1,142)
  • jorenham (493)
  • ngoldbaum (379)
  • dependabot[bot] (371)
  • seberg (307)
  • rgommers (180)
  • mattip (169)
  • DimitriPapadopoulos (151)
  • mtsokol (144)
  • MarcoGorelli (121)
  • eendebakpt (108)
  • F3eQnxN3RriK (69)
  • WarrenWeckesser (65)
  • mhvk (64)
  • HaoZeke (61)

Top Issue Labels

  • 00 - Bug (1,217)
  • 04 - Documentation (344)
  • 01 - Enhancement (175)
  • component: numpy.f2py (120)
  • 57 - Close? (113)
  • 32 - Installation (110)
  • 33 - Question (98)
  • Static typing (83)
  • component: numpy._core (49)
  • component: numpy.distutils (42)
  • sprintable (42)
  • component: numpy.core (41)
  • 03 - Maintenance (41)
  • component: numpy.ma (40)
  • component: SIMD (38)
  • component: numpy.random (37)
  • component: CI (36)
  • component: numpy.lib (34)
  • 17 - Task (31)
  • 41 - Static typing (30)
  • component: build (27)
  • component: numpy.dtype (27)
  • 39 - free-threading (25)
  • component: numpy.linalg (25)
  • 06 - Regression (23)
  • 23 - Wish List (23)
  • 15 - Discussion (22)
  • Numpy 2.0 API Changes (21)
  • component: numpy.ufunc (20)
  • 62 - Python API (18)

Top Pull Request Labels

  • 03 - Maintenance (1,517)
  • 00 - Bug (1,095)
  • 04 - Documentation (939)
  • 08 - Backport (860)
  • 01 - Enhancement (591)
  • 41 - Static typing (422)
  • 09 - Backport-Candidate (308)
  • Static typing (269)
  • 36 - Build (268)
  • component: CI (195)
  • 05 - Testing (185)
  • component: numpy.f2py (176)
  • 30 - API (138)
  • component: SIMD (109)
  • 39 - free-threading (107)
  • numtype (99)
  • component: numpy.ma (92)
  • 14 - Release (90)
  • Numpy 2.0 API Changes (80)
  • component: numpy._core (78)
  • Patch (62)
  • Meson (57)
  • component: numpy.lib (55)
  • 56 - Needs Release Note. (53)
  • 07 - Deprecation (50)
  • 39 - no-GIL (44)
  • triage review (40)
  • 25 - WIP (36)
  • component: build (35)
  • component: numpy.random (34)

Package metadata

pypi.org: numpy

Fundamental package for array computing in Python

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: 2026-04-01T16:24:52.538Z (3 months ago)
  • Versions: 67
  • Dependent Packages: 4,332
  • Dependent Repositories: 13,512
  • Downloads: 128,153,132 Total
  • 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: 2.4.6 (published 19 days ago)
  • Last Synced: 2026-06-01T22:04:08.642Z (19 days ago)
  • Versions: 70
  • Dependent Packages: 275
  • Dependent Repositories: 13,512
  • Downloads: 5,829,405 Total
  • 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 over 2 years ago)
  • Last Synced: 2026-06-13T00:02:30.643Z (8 days ago)
  • Versions: 4
  • Dependent Packages: 4
  • Dependent Repositories: 38
  • Downloads: 189 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: 2026-03-30T22:02:15.413Z (3 months 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: 2.4.6 (published 19 days ago)
  • Last Synced: 2026-06-01T22:04:16.851Z (19 days ago)
  • Versions: 62
  • Dependent Packages: 5
  • Dependent Repositories: 1,707
  • Downloads: 5,523,843 Total
  • Rankings:
    • Dependent repos count: 2.083%
    • Forks count: 3.08%
    • Stargazers count: 3.925%
    • Average: 4.461%
    • Dependent packages count: 8.756%
proxy.golang.org: github.com/numpy/Numpy

  • Homepage:
  • Documentation: https://pkg.go.dev/github.com/numpy/Numpy#section-documentation
  • Licenses:
  • Latest release: v2.4.6+incompatible (published about 1 month ago)
  • Last Synced: 2026-06-13T00:02:32.114Z (8 days ago)
  • Versions: 153
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 4.811%
    • Average: 4.973%
    • Dependent repos count: 5.135%
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 over 6 years ago)
  • Last Synced: 2026-06-13T00:02:30.660Z (8 days ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 14 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 about 6 years ago)
  • Last Synced: 2026-04-02T15:47:44.780Z (3 months 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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numpy/core/tests/examples/cython/setup.py pypi
numpy/core/tests/examples/limited_api/setup.py pypi
pyproject.toml pypi
tools/swig/test/setup.py pypi
environment.yml pypi