An open API service for producing an overview of a list of open source projects.

https://github.com/ml-explore/mlx

mlx

Score: 30.80533377296348

Last synced: about 11 hours ago
JSON representation

Repository metadata:

MLX: An array framework for Apple silicon


Owner metadata:


Committers metadata

Last synced: 1 day ago

Total Commits: 2,494
Total Committers: 401
Avg Commits per committer: 6.219
Development Distribution Score (DDS): 0.712

Commits in past year: 1,031
Committers in past year: 238
Avg Commits per committer in past year: 4.332
Development Distribution Score (DDS) in past year: 0.848

Name Email Commits
Awni Hannun a****i@a****m 718
Cheng z****z@g****m 311
Angelos Katharopoulos a****s@a****m 235
Jagrit Digani d****i@a****m 59
Ayaan Gazali a****k@g****m 58
PhysicistJohn 5****n 48
Alex Barron b****x 45
Daniel Hiltgen d****n 37
Anastasiia Filippova a****a@a****m 33
michalk8 4****8 24
Nripesh Niketan 8****N 18
Diogo d****3@g****m 18
Chunyang Wen c****n@g****m 18
XXXXRT666 1****6 16
Aaishwarya Mishra a****a@g****m 16
Long Yixing l****1@g****m 14
Nikhil 1****s 14
Adityaj0 9****0 13
katlun-lgtm k****n@g****m 13
Jesper Stemann Andersen j****r@s****k 13
David Koski 4****i 12
Erwin Zhang 5****7 12
Mike Drob m****b@a****m 11
Alessio Pollero a****o@g****m 10
Eyüp Can Akman e****n@g****m 10
Dan Anderson d****n@k****m 10
CCYeh c****3@g****m 9
Daniel Strobusch 1****u 9
Ishti 4****s 9
JasonHonKL 1****L 9
and 371 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 1,028
Total pull requests: 2,802
Average time to close issues: 25 days
Average time to close pull requests: 5 days
Total issue authors: 512
Total pull request authors: 441
Average comments per issue: 2.28
Average comments per pull request: 1.19
Merged pull request: 2,005
Bot issues: 0
Bot pull requests: 3

Past year issues: 286
Past year pull requests: 699
Past year average time to close issues: 20 days
Past year average time to close pull requests: 11 days
Past year issue authors: 181
Past year pull request authors: 239
Past year average comments per issue: 1.73
Past year average comments per pull request: 1.2
Past year merged pull request: 363
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/ml-explore/mlx

Top Issue Authors

  • awni (55)
  • Redmept1on (39)
  • zcbenz (27)
  • sck-at-ucy (18)
  • thegodone (16)
  • davidkoski (15)
  • JasonHonKL (13)
  • abdussamettrkr (13)
  • Redempt1onzzZZ (12)
  • sachinraja13 (11)
  • acsweet (11)
  • jrp2014 (11)
  • kyrollosyanny (11)
  • Adityaj0 (8)
  • aaishwarymishra (8)

Top Pull Request Authors

  • awni (873)
  • zcbenz (326)
  • angeloskath (257)
  • barronalex (72)
  • jagrit06 (66)
  • ayaangazali (54)
  • NripeshN (28)
  • dhiltgen (28)
  • chunyang-wen (25)
  • stemann (25)
  • PhysicistJohn (23)
  • erwinzhang7 (23)
  • nastya236 (22)
  • XXXXRT666 (21)
  • dc-dc-dc (18)

Top Issue Labels

  • bug (179)
  • enhancement (125)
  • low priority (50)
  • performance (32)
  • good first issue (28)
  • distributed (22)
  • wontfix (13)
  • python (13)
  • cuda (12)
  • documentation (10)
  • question (6)
  • help wanted (2)
  • A: In progress (1)
  • bug-unconfirmed (1)
  • maintenance (1)
  • T: Annoyance (1)
  • P1: Critical (1)
  • N: AdGuard Browser Extension (1)
  • ready for release (1)
  • P2: High (1)
  • T: Incorrect Blocking (1)
  • Epic (1)

Top Pull Request Labels

  • low priority (105)
  • await response (26)
  • await verification (23)
  • bug (10)
  • await discussion (5)
  • dependencies (3)
  • enhancement (2)
  • announcement (2)
  • wontfix (1)
  • pr:phc_dependencies (1)
  • pr:force_minor (1)
  • prd:pcq (1)
  • ns:pcq (1)
  • github_actions (1)

Package metadata

nixpkgs-unstable: python314Packages.mlx

Array framework for Apple silicon

nixpkgs-unstable: python313Packages.mlx-metal

Prebuilt Metal runtime for MLX

pypi.org: mlx

A framework for machine learning on Apple silicon.

proxy.golang.org: github.com/ml-explore/mlx

  • Homepage:
  • Documentation: https://pkg.go.dev/github.com/ml-explore/mlx#section-documentation
  • Licenses: mit
  • Latest release: v0.32.4 (published 19 days ago)
  • Last Synced: 2026-11-02T02:35:01.549Z (1 day ago)
  • Versions: 88
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 6.528%
    • Average: 6.747%
    • Dependent repos count: 6.966%
pypi.org: mlx-awni-cpu-2

A framework for machine learning on Apple silicon.

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-awni-cpu-2.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.0.2 (published over 1 year ago)
  • Last Synced: 2026-11-02T03:31:23.791Z (1 day ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 5 Last month
  • Rankings:
    • Stargazers count: 0.395%
    • Forks count: 1.64%
    • Dependent packages count: 8.85%
    • Average: 15.188%
    • Dependent repos count: 49.868%
  • Maintainers (1)
pypi.org: mlx-test

A framework for machine learning on Apple silicon.

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-test.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.30.6 (published 9 months ago)
  • Last Synced: 2026-11-02T02:46:34.840Z (1 day ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 13 Last month
  • Rankings:
    • Dependent packages count: 7.872%
    • Downloads: 23.869%
    • Average: 25.415%
    • Dependent repos count: 44.505%
  • Maintainers (1)
pypi.org: mlx-cuda-13

A framework for machine learning on Apple silicon.

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-cuda-13.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.32.4 (published 20 days ago)
  • Last Synced: 2026-11-02T03:44:41.470Z (1 day ago)
  • Versions: 12
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 5,534 Last month
  • Rankings:
    • Dependent packages count: 8.21%
    • Average: 27.309%
    • Dependent repos count: 46.407%
  • Maintainers (1)
pypi.org: mlx-cuda-14

MLX CUDA 14

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-cuda-14.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.0.0 (published 11 months ago)
  • Last Synced: 2026-11-02T02:50:18.336Z (1 day ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 10 Last month
  • Rankings:
    • Dependent packages count: 8.21%
    • Average: 27.309%
    • Dependent repos count: 46.407%
  • Maintainers (1)
pypi.org: mlx-cuda-15

MLX CUDA 14

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-cuda-15.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.0.0 (published 11 months ago)
  • Last Synced: 2026-11-02T02:50:16.777Z (1 day ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 10 Last month
  • Rankings:
    • Dependent packages count: 8.21%
    • Average: 27.309%
    • Dependent repos count: 46.407%
  • Maintainers (1)
pypi.org: mlx-cuda-12

A framework for machine learning on Apple silicon.

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-cuda-12.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.32.4 (published 20 days ago)
  • Last Synced: 2026-11-02T03:16:35.271Z (1 day ago)
  • Versions: 13
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 5,706 Last month
  • Rankings:
    • Dependent packages count: 8.21%
    • Average: 27.309%
    • Dependent repos count: 46.407%
  • Maintainers (1)
pypi.org: mlx-metal-awni-test

A framework for machine learning on Apple silicon.

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-metal-awni-test.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.26.5 (published over 1 year ago)
  • Last Synced: 2026-11-02T03:16:35.274Z (1 day ago)
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 3 Last month
  • Rankings:
    • Dependent packages count: 8.836%
    • Average: 29.312%
    • Dependent repos count: 49.788%
  • Maintainers (1)
pypi.org: mlx-metal

A framework for machine learning on Apple silicon.

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-metal.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.32.4 (published 20 days ago)
  • Last Synced: 2026-11-02T02:35:00.331Z (1 day ago)
  • Versions: 33
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 886,389 Last month
  • Rankings:
    • Dependent packages count: 8.84%
    • Average: 29.325%
    • Dependent repos count: 49.809%
  • Maintainers (3)
pypi.org: mlx-cpu

A framework for machine learning on Apple silicon.

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-cpu.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.32.4 (published 20 days ago)
  • Last Synced: 2026-11-02T03:02:27.166Z (1 day ago)
  • Versions: 34
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 41,402 Last month
  • Rankings:
    • Dependent packages count: 8.845%
    • Average: 29.342%
    • Dependent repos count: 49.838%
  • Maintainers (2)
pypi.org: mlx-cuda-awni-test

A framework for machine learning on Apple silicon.

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-cuda-awni-test.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.26.4 (published over 1 year ago)
  • Last Synced: 2026-11-02T02:42:26.659Z (1 day ago)
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 4 Last month
  • Rankings:
    • Dependent packages count: 8.845%
    • Average: 29.342%
    • Dependent repos count: 49.838%
  • Maintainers (1)
pypi.org: mlx-awni-test-2

A framework for machine learning on Apple silicon.

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-awni-test-2.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.0.2 (published over 1 year ago)
  • Last Synced: 2026-11-02T02:58:27.419Z (1 day ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 8.85%
    • Average: 29.359%
    • Dependent repos count: 49.868%
  • Maintainers (1)
pypi.org: mlx-cpu-awni-test

A framework for machine learning on Apple silicon.

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-cpu-awni-test.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.26.4 (published over 1 year ago)
  • Last Synced: 2026-11-02T03:05:33.580Z (1 day ago)
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 3 Last month
  • Rankings:
    • Dependent packages count: 8.85%
    • Average: 29.359%
    • Dependent repos count: 49.868%
  • Maintainers (1)
pypi.org: mlx-awni-cpu

A framework for machine learning on Apple silicon.

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-awni-cpu.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.0.2 (published over 1 year ago)
  • Last Synced: 2026-11-02T02:50:18.269Z (1 day ago)
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 3 Last month
  • Rankings:
    • Dependent packages count: 8.85%
    • Average: 29.359%
    • Dependent repos count: 49.868%
  • Maintainers (1)
pypi.org: mlx-cuda

A framework for machine learning on Apple silicon.

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-cuda.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.30.0 (published 12 months ago)
  • Last Synced: 2026-11-02T02:58:27.863Z (1 day ago)
  • Versions: 21
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 953 Last month
  • Rankings:
    • Dependent packages count: 8.978%
    • Average: 29.782%
    • Dependent repos count: 50.585%
  • Maintainers (2)
pypi.org: mlx-awni-test

A framework for machine learning on Apple silicon.

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://mlx-awni-test.readthedocs.io/
  • Licenses: MIT
  • Latest release: 0.26.5 (published over 1 year ago)
  • Last Synced: 2026-11-02T02:35:00.336Z (1 day ago)
  • Versions: 8
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 24 Last month
  • Rankings:
    • Dependent packages count: 9.742%
    • Average: 37.009%
    • Dependent repos count: 64.275%
  • Maintainers (1)
anaconda.org: mlx

MLX is an array framework for machine learning on Apple silicon, brought to you by Apple machine learning research.

  • Homepage: https://github.com/ml-explore/mlx
  • Licenses: MIT
  • Latest release: 0.31.2 (published 4 months ago)
  • Last Synced: 2026-06-24T19:03:53.879Z (4 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 0 Total
  • Rankings:
    • Dependent packages count: 34.914%
    • Dependent repos count: 38.069%
    • Average: 48.719%
    • Downloads: 73.174%
formulae.brew.sh: mlx

Array framework for Apple silicon

  • Homepage: https://ml-explore.github.io/mlx/build/html/index.html
  • Licenses: MIT AND Apache-2.0
  • Latest release: 0.32.4 (published 19 days ago)
  • Last Synced: 2026-11-02T02:34:58.832Z (1 day ago)
  • Versions: 55
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 14,655 Last month
  • Rankings:
    • Dependent packages count: 19.238%
    • Average: 51.283%
    • Dependent repos count: 56.661%
    • Downloads: 77.951%
nixpkgs-unstable: python313Packages.mlx-metal-macos26

Prebuilt Metal runtime for MLX

nixpkgs-unstable: python313Packages.mlx-bin

Prebuilt MLX wheel for Apple silicon with Metal runtime

nixpkgs-unstable: python313Packages.mlx

Array framework for Apple silicon

nixpkgs-unstable: python313Packages.mlx-metal-macos15

Prebuilt Metal runtime for MLX

nixpkgs-unstable: python314Packages.mlx-bin

Prebuilt MLX wheel for Apple silicon with Metal runtime

registry.bazel.build: mlx

  • Homepage: https://github.com/ml-explore/mlx
  • Documentation: https://registry.bazel.build/docs/mlx
  • Licenses: mit
  • Latest release: 0.32.2 (published 8 days ago)
  • Last Synced: 2026-11-02T02:34:59.094Z (1 day ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
nixpkgs-unstable: python314Packages.mlx-metal

Prebuilt Metal runtime for MLX

nixpkgs-24.11: python312Packages.mlx

Array framework for Apple silicon

nixpkgs-24.05: python312Packages.mlx

An array framework for Apple silicon

nixpkgs-24.11: python311Packages.mlx

Array framework for Apple silicon

nixpkgs-24.05: python311Packages.mlx

An array framework for Apple silicon

nixpkgs-unstable: python314Packages.mlx-metal-macos15

Prebuilt Metal runtime for MLX

nixpkgs-unstable: python314Packages.mlx-metal-macos26

Prebuilt Metal runtime for MLX


Dependencies

pyproject.toml pypi
setup.py pypi
.github/actions/setup/action.yml actions
  • actions/cache v5 composite
  • astral-sh/setup-uv v8.2.0 composite
  • hendrikmuhs/ccache-action v1.2.23 composite
.github/actions/build/action.yml actions
.github/actions/test-macos/action.yml actions
.github/actions/test-linux/action.yml actions
.github/actions/build-docs/action.yml actions
  • ./.github/actions/setup * composite
  • actions/upload-artifact v7 composite
.github/actions/test-wheel/action.yml actions
  • actions/download-artifact v8 composite
.github/workflows/documentation.yml actions
  • ./.github/actions/build-docs * composite
  • actions/checkout v7 composite
  • actions/deploy-pages v5 composite
.github/actions/build-wheel/action.yml actions
.github/actions/test-windows/action.yml actions
.github/workflows/build_and_test.yml actions
  • ./.github/actions/build * composite
  • ./.github/actions/build-docs * composite
  • ./.github/actions/build-macos * composite
  • ./.github/actions/setup * composite
  • ./.github/actions/test-linux * composite
  • ./.github/actions/test-macos * composite
  • ./.github/actions/test-windows * composite
  • actions/checkout v7 composite
  • actions/download-artifact v8 composite
  • actions/upload-artifact v7 composite
  • pre-commit/action v3.0.1 composite
.github/workflows/release.yml actions
.github/workflows/update_bypass_list.yml actions
  • actions/checkout v7 composite
.github/actions/test-array-api/action.yml actions
  • actions/checkout v7 composite
examples/cmake_extension/pyproject.toml pypi
examples/cmake_extension/requirements.txt pypi
  • cmake >=3.25
  • mlx >=0.31.2
  • setuptools >=42
examples/cmake_extension/setup.py pypi
examples/metal_extension/pyproject.toml pypi
examples/metal_extension/requirements.txt pypi
  • cmake >=3.25
  • mlx >=0.32.0
  • nanobind ==3.1.0
  • setuptools >=42
examples/metal_extension/setup.py pypi
  • mlx ==