https://github.com/google/ml_collections

Score: 25.13795043155621

Last synced: about 20 hours ago
JSON representation

Repository metadata:

ML Collections is a library of Python Collections designed for ML use cases.

Host: GitHub
URL: https://github.com/google/ml_collections
Owner: google
License: apache-2.0
Created: 2020-08-20T04:52:28.000Z (about 6 years ago)
Default Branch: master
Last Pushed: 2026-07-07T15:52:22.000Z (4 months ago)
Last Synced: 2026-10-23T05:23:11.277Z (9 days ago)
Language: Python
Homepage: https://ml-collections.readthedocs.io/
Size: 298 KB
Stars: 1,036
Watchers: 15
Forks: 53
Open Issues: 32
Metadata Files:
- Readme: README.md
- Contributing: docs/CONTRIBUTING.md
- License: LICENSE

Owner metadata:

Name: Google
Login: google
Email: opensource@google.com
Kind: organization
Description: Google ❤️ Open Source
Website: https://opensource.google/
Location: United States of America
Twitter: GoogleOSS
Company:
Icon url: https://avatars.githubusercontent.com/u/1342004?v=4
Repositories: 2905
Last Synced at: 2026-10-26T19:01:22.654Z
Profile URL: https://github.com/google

GitHub Events

Total

Create event: 24
Delete event: 18
Fork event: 6
Issue comment event: 21
Issues event: 4
Member event: 1
Pull request event: 44
Push event: 73
Release event: 1
Watch event: 100
Total: 292

Last Year

Create event: 3
Delete event: 2
Fork event: 1
Issue comment event: 2
Pull request event: 6
Push event: 19
Watch event: 9
Total: 42

Committers metadata

Last synced: 2 days ago

Total Commits: 180
Total Committers: 30
Avg Commits per committer: 6.0
Development Distribution Score (DDS): 0.75

Commits in past year: 10
Committers in past year: 4
Avg Commits per committer in past year: 2.5
Development Distribution Score (DDS) in past year: 0.6

Name	Email	Commits
ML Collections Contributor	n**y@g**m	45
Mohit Reddy	m**y@g**m	30
Etienne Pot	e**t@g**m	29
Mark Sandler	s**r@g**m	12
Mohit Reddy	m****6	7
John Aslanides	j**s@g**m	6
Karol M. Langner	l**r@g**m	6
Yilei Yang	y**g@g**m	6
Pierre Marcenac	p**c@g**m	5
Eugene Brevdo	e**o@g**m	4
Georg Ostrovski	o**i@g**m	3
Markus Kunesch	m**h@g**m	3
Arno Eigenwillig	a**w@g**m	2
Charlie Beattie	c**e@g**m	2
Jean-Baptiste Lespiau	j**u@g**m	2
Klaus Greff	k**g@g**m	2
Richard Levasseur	r**r@g**m	2
Ron Shapiro	r**o@g**m	2
Alexandre Detiste	a**e@g**m	1
Hana Joo	h**o@g**m	1
Joe Richey	j**y@g**m	1
Jonathan Ringer	j**7@g**m	1
Malcolm Reynolds	m**s@g**m	1
Rebecca Chen	r**n@g**m	1
Ryan Reyes	5****r	1
Sergio Gomez	s**z@g**m	1
Stephan Hoyer	s**r@g**m	1
Nolan Miller	n**r@g**m	1
Dmitry Tsarkov	t**r@g**m	1
Tom Birch	t**m@n**m	1

Issue and Pull Request metadata

Last synced: about 24 hours ago

Total issues: 23
Total pull requests: 65
Average time to close issues: 3 months
Average time to close pull requests: 2 months
Total issue authors: 21
Total pull request authors: 19
Average comments per issue: 0.65
Average comments per pull request: 0.45
Merged pull request: 26
Bot issues: 0
Bot pull requests: 34

Past year issues: 2
Past year pull requests: 16
Past year average time to close issues: N/A
Past year average time to close pull requests: 14 days
Past year issue authors: 2
Past year pull request authors: 7
Past year average comments per issue: 0.5
Past year average comments per pull request: 0.63
Past year merged pull request: 7
Past year bot issues: 0
Past year bot pull requests: 9

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

Top Issue Authors

malmaud (2)
danielkelshaw (2)
samuela (1)
SimonBiggs (1)
ciupakabra (1)
boegel (1)
AdityaKane2001 (1)
Michael-H777 (1)
sgdy3 (1)
mlvovsky (1)
sayakpaul (1)
ruidazeng (1)
Ethan-Chen-plus (1)
sansynx (1)
Chutlhu (1)

Top Pull Request Authors

copybara-service[bot] (34)
a-detiste (4)
mohitreddy1996 (4)
marcenacp (2)
wangkuiyi (2)
danielkelshaw (2)
Shubham-Padkonde (2)
DrPlantabyte (2)
froody (2)
marksandler2 (2)
ktz03 (1)
dcaayushd (1)
natsukium (1)
jonringer (1)
srijan2607 (1)

Top Issue Labels

bug (10)

Top Pull Request Labels

cla: yes (3)
pull ready (1)

Package metadata

Total packages: 20
Total downloads:
- conda: 107,259 total
- pypi: 1,830,654 last-month
Total docker downloads: 641,051
Total dependent packages: 45 (may contain duplicates)
Total dependent repositories: 703 (may contain duplicates)
Total versions: 25
Total maintainers: 8

pypi.org: ml-collections

ML Collections is a library of Python collections designed for ML usecases.

Homepage:
Documentation: https://ml-collections.readthedocs.io/
Licenses: Apache Software License
Latest release: 1.1.0 (published over 1 year ago)
Last Synced: 2026-10-29T18:51:05.708Z (2 days ago)
Versions: 4
Dependent Packages: 42
Dependent Repositories: 702
Downloads: 1,830,654 Last month
Docker Downloads: 641,051
Rankings:
- Dependent packages count: 0.359%
- Downloads: 0.408%
- Dependent repos count: 0.465%
- Docker downloads count: 1.439%
- Average: 1.968%
- Stargazers count: 2.288%
- Forks count: 6.847%
Maintainers (6)

nixpkgs-23.11: python310Packages.ml-collections

ML Collections is a library of Python collections designed for ML usecases.

Homepage: https://github.com/google/ml_collections
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/ml-collections/default.nix#L48
Licenses: Apache-2.0
Latest release: 0.1.1 (published 9 months ago)
Last Synced: 2026-09-18T13:27:35.853Z (about 1 month ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 3.225%
- Stargazers count: 4.769%
- Forks count: 8.129%
Maintainers (1)
- samuela

proxy.golang.org: github.com/google/ml_collections

Homepage:
Documentation: https://pkg.go.dev/github.com/google/ml_collections#section-documentation
Licenses: apache-2.0
Latest release: v1.1.0 (published over 1 year ago)
Last Synced: 2026-10-29T18:51:27.006Z (2 days ago)
Versions: 3
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 6.528%
- Average: 6.747%
- Dependent repos count: 6.966%

spack.io: py-ml-collections

ML Collections is a library of Python collections designed for ML usecases.

Homepage: https://github.com/google/ml_collections
Licenses: []
Latest release: 0.1.1 (published over 4 years ago)
Last Synced: 2026-10-29T18:51:27.507Z (2 days ago)
Versions: 1
Dependent Packages: 2
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Average: 14.034%
- Dependent packages count: 28.067%
Maintainers (1)
- adamjstewart

conda-forge.org: ml-collections

Homepage: https://github.com/google/ml_collections
Licenses: Apache-2.0
Latest release: 0.1.1 (published about 4 years ago)
Last Synced: 2026-10-20T22:29:48.944Z (11 days ago)
Versions: 1
Dependent Packages: 1
Dependent Repositories: 1
Downloads: 107,259 Total
Rankings:
- Stargazers count: 15.32%
- Dependent repos count: 24.397%
- Average: 25.467%
- Dependent packages count: 28.983%
- Forks count: 33.165%

ubuntu-24.04: python-ml-collections

Homepage: https://github.com/google/ml_collections
Licenses: apache-2.0
Latest release: 0.1.1-3 (published 9 months ago)
Last Synced: 2026-09-17T21:31:15.006Z (about 1 month ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

nixpkgs-23.05: python311Packages.ml-collections

ML Collections is a library of Python collections designed for ML usecases.

Homepage: https://github.com/google/ml_collections
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/ml-collections/default.nix#L48
Licenses: Apache-2.0
Latest release: 0.1.1 (published 9 months ago)
Last Synced: 2026-10-20T22:29:19.199Z (11 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- samuela

nixpkgs-24.05: python311Packages.ml-collections

ML Collections is a library of Python collections designed for ML usecases.

Homepage: https://github.com/google/ml_collections
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/ml-collections/default.nix#L54
Licenses: Apache-2.0
Latest release: 0.1.1 (published 9 months ago)
Last Synced: 2026-10-20T22:29:25.361Z (11 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- samuela

guix: python-ml-collections

Python collections designed for Machine Learning usecases

Homepage: https://github.com/google/ml_collections
Documentation: https://git.savannah.gnu.org/cgit/guix.git/tree/gnu/packages/machine-learning.scm#n745
Licenses: asl2.0
Latest release: 1.1.0 (published 8 months ago)
Last Synced: 2026-10-20T22:30:41.717Z (11 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

debian-13: python-ml-collections

Homepage: https://github.com/google/ml_collections
Documentation: https://packages.debian.org/trixie/python-ml-collections
Licenses: apache-2.0
Latest release: 1.1.0-1 (published 9 months ago)
Last Synced: 2026-10-20T22:30:45.581Z (11 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

ubuntu-24.10: python-ml-collections

Homepage: https://github.com/google/ml_collections
Licenses: apache-2.0
Latest release: 0.1.1-3 (published 9 months ago)
Last Synced: 2026-10-20T22:30:36.011Z (11 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

nixpkgs-unstable: python313Packages.ml-collections

ML Collections is a library of Python collections designed for ML usecases

Homepage: https://github.com/google/ml_collections
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/ml-collections/default.nix#L50
Licenses: Apache-2.0
Latest release: 1.1.0 (published 9 months ago)
Last Synced: 2026-10-20T22:29:49.097Z (11 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- samuela

nixpkgs-24.11: python311Packages.ml-collections

ML Collections is a library of Python collections designed for ML usecases

Homepage: https://github.com/google/ml_collections
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/ml-collections/default.nix#L49
Licenses: Apache-2.0
Latest release: 1.0.0 (published 9 months ago)
Last Synced: 2026-10-20T22:29:48.807Z (11 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- samuela

nixpkgs-23.11: python311Packages.ml-collections

ML Collections is a library of Python collections designed for ML usecases.

Homepage: https://github.com/google/ml_collections
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/ml-collections/default.nix#L48
Licenses: Apache-2.0
Latest release: 0.1.1 (published 9 months ago)
Last Synced: 2026-10-20T22:29:39.116Z (11 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- samuela

nixpkgs-24.11: python312Packages.ml-collections

ML Collections is a library of Python collections designed for ML usecases

Homepage: https://github.com/google/ml_collections
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/ml-collections/default.nix#L49
Licenses: Apache-2.0
Latest release: 1.0.0 (published 9 months ago)
Last Synced: 2026-10-20T22:29:38.562Z (11 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- samuela

nixpkgs-24.05: python312Packages.ml-collections

ML Collections is a library of Python collections designed for ML usecases.

Homepage: https://github.com/google/ml_collections
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/ml-collections/default.nix#L54
Licenses: Apache-2.0
Latest release: 0.1.1 (published 9 months ago)
Last Synced: 2026-10-20T22:29:42.724Z (11 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- samuela

nixpkgs-23.05: python310Packages.ml-collections

ML Collections is a library of Python collections designed for ML usecases.

Homepage: https://github.com/google/ml_collections
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/ml-collections/default.nix#L48
Licenses: Apache-2.0
Latest release: 0.1.1 (published 9 months ago)
Last Synced: 2026-10-20T22:29:14.087Z (11 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- samuela

nixpkgs-unstable: python314Packages.ml-collections

ML Collections is a library of Python collections designed for ML usecases

Homepage: https://github.com/google/ml_collections
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/ml-collections/default.nix#L50
Licenses: Apache-2.0
Latest release: 1.1.0 (published 9 months ago)
Last Synced: 2026-10-20T22:29:21.141Z (11 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- samuela

ubuntu-22.04: python-ml-collections

Homepage: https://github.com/google/ml_collections
Licenses: apache-2.0
Latest release: 0.1.0-2ubuntu1 (published 9 months ago)
Last Synced: 2026-10-20T22:30:40.089Z (11 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: python-ml-collections

Homepage: https://github.com/google/ml_collections
Licenses: apache-2.0
Latest release: 0.1.1-2 (published 9 months ago)
Last Synced: 2026-10-20T22:31:27.454Z (11 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

Dependencies

docs/requirements.txt pypi

nbsphinx *
recommonmark *
sphinx *
sphinx_rtd_theme *

pyproject.toml pypi

absl-py *
pyyaml *

.github/workflows/pytest_and_autopublish.yml actions

actions/checkout v4 composite
actions/setup-python v5 composite
etils-actions/pypi-auto-publish v1 composite