https://github.com/joblib/joblib

caching memoization multiprocessing parallel-computing python threading

Score: 34.769713476770214

Last synced: about 16 hours ago
JSON representation

Repository metadata:

Computing with Python functions.

Host: GitHub
URL: https://github.com/joblib/joblib
Owner: joblib
License: bsd-3-clause
Created: 2010-05-07T06:48:26.000Z (over 16 years ago)
Default Branch: main
Last Pushed: 2026-08-19T09:02:07.000Z (7 days ago)
Last Synced: 2026-08-20T11:34:15.061Z (6 days ago)
Topics: caching, memoization, multiprocessing, parallel-computing, python, threading
Language: Python
Homepage: http://joblib.readthedocs.org
Size: 4.4 MB
Stars: 4,386
Watchers: 56
Forks: 473
Open Issues: 435
Metadata Files:
- Readme: README.rst
- Changelog: CHANGES.rst
- License: LICENSE.txt
- Citation: CITATION.cff
- Security: SECURITY.md

Owner metadata:

Name: joblib
Login: joblib
Email:
Kind: organization
Description:
Website:
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/332661?v=4
Repositories: 8
Last Synced at: 2026-08-22T00:11:51.884Z
Profile URL: https://github.com/joblib

GitHub Events

Total

Commit comment event: 1
Create event: 6
Delete event: 2
Fork event: 32
Issue comment event: 449
Issues event: 120
Pull request event: 153
Pull request review comment event: 135
Pull request review event: 166
Push event: 84
Release event: 2
Watch event: 370
Total: 1520

Last Year

Create event: 3
Delete event: 1
Fork event: 6
Issue comment event: 59
Issues event: 10
Pull request event: 31
Pull request review comment event: 24
Pull request review event: 26
Push event: 22
Release event: 1
Watch event: 70
Total: 253

Committers metadata

Last synced: 7 days ago

Total Commits: 1,517
Total Committers: 159
Avg Commits per committer: 9.541
Development Distribution Score (DDS): 0.738

Commits in past year: 46
Committers in past year: 19
Avg Commits per committer in past year: 2.421
Development Distribution Score (DDS) in past year: 0.761

Name	Email	Commits
Gael Varoquaux	g**x@n**g	397
Olivier Grisel	o**l@e**g	341
Loïc Estève	l**e@y**m	237
Thomas Moreau	t**0@g**m	79
Alexandre Abadie	a**e@i**r	76
Pierre Glaser	p**r@m**m	25
Philippe Gervais	p**s@i**r	23
Karan Desai	k**6@l**m	22
Yaroslav Halchenko	d**n@o**m	16
Franck Charras	2****s	15
Nanored4498	n**c@g**m	11
Valentin Haenel	v**l@g**e	10
Pietro Berkes	p**s@g**m	10
myint	m**t@m**l	10
Lars Buitinck	L**k@u**l	9
Guillaume Lemaitre	g**8@g**m	9
Adrin Jalali	a**i@g**m	8
Gael Varoquaux	v**u@r**g	7
Eric Larson	l**d@g**m	6
Yannick Schwartz	y**z@g**m	6
Stefanie Senger	9****r	5
dependabot[bot]	4****]	5
Jérémie du Boisberranger	3****b	4
Andreas Olsson	a**s@a**e	3
chapmanb	c**b@5**m	3
Will Mayner	w**r@g**m	3
Vlad Niculae	v**d@v**o	3
Arne Neumann	g**b@a**l	3
Christian Clauss	c**s@m**m	3
Fabian Pedregosa	f**a@i**r	3
and 129 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 271
Total pull requests: 367
Average time to close issues: over 1 year
Average time to close pull requests: 4 months
Total issue authors: 219
Total pull request authors: 114
Average comments per issue: 3.2
Average comments per pull request: 3.06
Merged pull request: 214
Bot issues: 0
Bot pull requests: 3

Past year issues: 15
Past year pull requests: 53
Past year average time to close issues: 3 months
Past year average time to close pull requests: 23 days
Past year issue authors: 9
Past year pull request authors: 27
Past year average comments per issue: 2.47
Past year average comments per pull request: 3.3
Past year merged pull request: 25
Past year bot issues: 0
Past year bot pull requests: 3

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

Top Issue Authors

lesteve (14)
ogrisel (7)
itamarst (6)
larsoner (4)
Schefflera-Arboricola (4)
jeremiedbb (3)
yarikoptic (3)
tomMoral (3)
winer-lch (2)
StefanieSenger (2)
skjerns (2)
holmescharles (2)
thiswillbeyourgithub (2)
stefan6419846 (2)
amueller (2)

Top Pull Request Authors

tomMoral (57)
lesteve (48)
fcharras (38)
ogrisel (17)
adrinjalali (12)
Nanored4498 (11)
StefanieSenger (11)
larsoner (6)
itamarst (4)
judahrand (4)
androids-electric-sheep (4)
cclauss (4)
RavSinghChandan (3)
andreaso (3)
jeremiedbb (3)

Top Issue Labels

bug (8)
enhancement (5)
windows (3)
help wanted (2)
need reproducer (2)
documentation (2)
packaging (1)
regression (1)
dask backend (1)

Top Pull Request Labels

enhancement (4)
need Review (3)
github_actions (3)
dependencies (3)
documentation (1)
bug (1)

Package metadata

Total packages: 10
Total downloads:
- conda: 2,185,457 total
- pypi: 220,371,530 last-month
Total docker downloads: 1,420,820,634
Total dependent packages: 2,289 (may contain duplicates)
Total dependent repositories: 79,200 (may contain duplicates)
Total versions: 139
Total maintainers: 4
Total advisories: 1

pypi.org: joblib

Lightweight pipelining with Python functions

Homepage: https://joblib.readthedocs.io
Documentation: https://joblib.readthedocs.io/
Licenses: BSD-3-Clause
Latest release: 1.5.3 (published 8 months ago)
Last Synced: 2026-08-24T13:34:19.893Z (1 day ago)
Versions: 108
Dependent Packages: 2,273
Dependent Repositories: 77,243
Downloads: 220,371,530 Last month
Docker Downloads: 1,420,820,634
Rankings:
- Dependent packages count: 0.012%
- Dependent repos count: 0.017%
- Downloads: 0.028%
- Docker downloads count: 0.049%
- Average: 0.865%
- Stargazers count: 1.794%
- Forks count: 3.291%
Maintainers (4)
Advisories:
- joblib vulnerable to arbitrary code execution

anaconda.org: joblib

A set of tools to provide lightweight pipelining in Python. In particular: transparent disk-caching of functions and lazy re-evaluation (memoize pattern), easy, simple parallel computing. Joblib is optimized to be fast and robust on large data in particular and has specific optimizations for numpy arrays.

Homepage: https://joblib.readthedocs.io
Licenses: BSD-3-Clause
Latest release: 1.5.3 (published 8 months ago)
Last Synced: 2026-03-09T22:22:32.543Z (6 months ago)
Versions: 23
Dependent Packages: 16
Dependent Repositories: 1,957
Downloads: 2,185,457 Total
Rankings:
- Dependent repos count: 1.752%
- Dependent packages count: 5.101%
- Average: 9.557%
- Stargazers count: 14.29%
- Forks count: 17.087%

ubuntu-24.10: joblib

Homepage: https://github.com/joblib/joblib
Licenses: bsd-3-clause
Latest release: 1.3.2-2 (published 6 months ago)
Last Synced: 2026-08-02T09:22:59.878Z (24 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

ubuntu-23.10: joblib

Homepage: https://github.com/joblib/joblib
Licenses: bsd-3-clause
Latest release: 1.2.0-4 (published 7 months ago)
Last Synced: 2026-03-10T09:07:48.607Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

debian-11: joblib

Homepage: https://github.com/joblib/joblib
Documentation: https://packages.debian.org/bullseye/joblib
Licenses: bsd-3-clause
Latest release: 0.17.0-4+deb11u1 (published 7 months ago)
Last Synced: 2026-03-13T07:40:57.359Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

ubuntu-24.04: joblib

Homepage: https://github.com/joblib/joblib
Licenses: bsd-3-clause
Latest release: 1.3.2-1 (published 7 months ago)
Last Synced: 2026-03-06T12:08:33.973Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

debian-12: joblib

Homepage: https://github.com/joblib/joblib
Documentation: https://packages.debian.org/bookworm/joblib
Licenses: bsd-3-clause
Latest release: 1.2.0-4+deb12u1 (published 6 months ago)
Last Synced: 2026-03-13T11:36:23.477Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

debian-13: joblib

Homepage: https://github.com/joblib/joblib
Documentation: https://packages.debian.org/trixie/joblib
Licenses: bsd-3-clause
Latest release: 1.4.2-4 (published 7 months ago)
Last Synced: 2026-03-13T23:13:54.281Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

ubuntu-23.04: joblib

Homepage: https://github.com/joblib/joblib
Licenses: bsd-3-clause
Latest release: 1.2.0-4 (published 7 months ago)
Last Synced: 2026-03-12T08:09:23.321Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

ubuntu-22.04: joblib

Homepage: https://github.com/joblib/joblib
Licenses: bsd-3-clause
Latest release: 0.17.0-4ubuntu1 (published 7 months ago)
Last Synced: 2026-03-07T07:47:38.238Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

Dependencies

joblib/test/_openmp_test_helper/setup.py pypi

.github/workflows/test.yml actions

actions/checkout v6 composite
actions/setup-python v6 composite
codecov/codecov-action v6 composite
conda-incubator/setup-miniconda v4 composite

.github/workflows/publish-to-pypi.yml actions

actions/checkout v6 composite
actions/download-artifact v8 composite
actions/setup-python v6 composite
actions/upload-artifact v7 composite
pypa/gh-action-pypi-publish release/v1 composite
sigstore/gh-action-sigstore-python v3.3.0 composite

.github/workflows/codespell.yml actions

actions/checkout v6 composite
codespell-project/actions-codespell v2 composite
codespell-project/codespell-problem-matcher v1 composite

pyproject.toml pypi

cloudpickle >=3.0

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