https://github.com/triton-lang/triton
Score: 34.66288313662542
Last synced: about 16 hours ago
JSON representation
Repository metadata:
Development repository for the Triton language and compiler
- Host: GitHub
- URL: https://github.com/triton-lang/triton
- Owner: triton-lang
- License: mit
- Created: 2014-08-30T17:07:16.000Z (almost 12 years ago)
- Default Branch: main
- Last Pushed: 2026-08-19T13:00:32.000Z (6 days ago)
- Last Synced: 2026-08-19T13:08:12.236Z (6 days ago)
- Language: MLIR
- Homepage: https://triton-lang.org/
- Size: 737 MB
- Stars: 19,982
- Watchers: 200
- Forks: 3,126
- Open Issues: 1,231
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Codeowners: .github/CODEOWNERS
- Agents: AGENTS.md
Owner metadata:
- Name: triton-lang
- Login: triton-lang
- Email:
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/169110177?v=4
- Repositories: 1
- Last Synced at: 2024-05-13T14:57:31.762Z
- Profile URL: https://github.com/triton-lang
Committers metadata
Last synced: 6 days ago
Total Commits: 6,758
Total Committers: 613
Avg Commits per committer: 11.024
Development Distribution Score (DDS): 0.888
Commits in past year: 2,074
Committers in past year: 258
Avg Commits per committer in past year: 8.039
Development Distribution Score (DDS) in past year: 0.924
| Name | Commits | |
|---|---|---|
| Philippe Tillet | p****l@o****m | 757 |
| Keren Zhou | k****u@o****m | 593 |
| Thomas Raoux | t****x@o****m | 499 |
| peterbell10 | p****0@o****m | 336 |
| Mario Lezcano Casado | 3****o | 283 |
| Jeff Niu | j****2@g****m | 273 |
| Lei Zhang | a****t@g****m | 226 |
| pawelszczerbuk | 1****k | 176 |
| Alexander Weinrauch | a****h@a****m | 150 |
| Justin Lebar | j****r@g****m | 131 |
| Anatoly Myachev | a****v@i****m | 108 |
| Zahi Moudallal | 1****d | 101 |
| neildhar | n****r | 78 |
| jeffniu-openai | j****u@o****m | 78 |
| Lixun Zhang | L****g@a****m | 68 |
| Kyle Wang | e****g@g****m | 68 |
| Hongtao Yu | h****y@m****m | 56 |
| Ilya V | 1****t | 56 |
| Alexander Efimov | e****r@g****m | 54 |
| Ravil Dorozhinskii | r****m@g****m | 54 |
| apgoucher | a****r@o****m | 53 |
| masahi | m****9@g****m | 51 |
| Pengzhan Zhao | b****n@g****m | 47 |
| Yi Qian | 6****1 | 47 |
| Maksim Levental | m****l@g****m | 44 |
| daadaada | d****b@c****k | 44 |
| Jungwook Park | j****k@a****m | 41 |
| Christian Sigg | c****g | 40 |
| Corbin Robeck | c****k@a****m | 31 |
| Tori Baker | v****r@g****m | 31 |
| and 583 more... | ||
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 931
Total pull requests: 6,134
Average time to close issues: about 2 months
Average time to close pull requests: 6 days
Total issue authors: 618
Total pull request authors: 550
Average comments per issue: 2.05
Average comments per pull request: 1.01
Merged pull request: 3,977
Bot issues: 0
Bot pull requests: 9
Past year issues: 167
Past year pull requests: 1,223
Past year average time to close issues: 25 days
Past year average time to close pull requests: 6 days
Past year issue authors: 122
Past year pull request authors: 272
Past year average comments per issue: 2.06
Past year average comments per pull request: 0.91
Past year merged pull request: 588
Past year bot issues: 0
Past year bot pull requests: 3
Top Issue Authors
- saagarjha (14)
- sleepwalker2017 (11)
- mobicham (10)
- atalman (9)
- Shoreshen (9)
- Shaquille-Wu (8)
- ptillet (7)
- njriasan (7)
- MARD1NO (7)
- morluto (6)
- Edenzzzz (6)
- HanGuo97 (6)
- alepot55 (6)
- Moerafaat (6)
- chengjunlu (6)
Top Pull Request Authors
- Jokeren (472)
- Mogball (392)
- ThomasRaoux (367)
- peterbell10 (327)
- lezcano (248)
- antiagainst (219)
- anmyachev (176)
- ptillet (151)
- pawelszczerbuk (142)
- AlexAUT (131)
- makslevental (122)
- yiqian1 (94)
- jeffniu-openai (88)
- CRobeck (82)
- knwng (80)
Top Issue Labels
- bug (278)
- performance (50)
- enhancement (14)
- needs reproducer (12)
- question (10)
- help wanted (9)
- interpreter (3)
- build (1)
- documentation (1)
- install (1)
Top Pull Request Labels
- dependencies (9)
- github_actions (5)
- bug (3)
- codex (2)
- service/lambda (1)
- size/XS (1)
- documentation (1)
- kind/feature (1)
Package metadata
- Total packages: 27
-
Total downloads:
- pypi: 70,121,923 last-month
- conda: 603,172 total
- Total docker downloads: 16,334,230
- Total dependent packages: 106 (may contain duplicates)
- Total dependent repositories: 3,060 (may contain duplicates)
- Total versions: 254
- Total maintainers: 16
nixpkgs-unstable: python314Packages.triton-no-cuda
Language and compiler for writing highly efficient custom Deep-Learning primitives
- Homepage: https://github.com/triton-lang/triton
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/triton/default.nix#L385
- Licenses: MIT
- Latest release: 3.6.0 (published 6 months ago)
- Last Synced: 2026-04-13T21:04:00.534Z (4 months ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 0.073%
- Forks count: 0.125%
- Stargazers count: 0.168%
- Maintainers (3)
nixpkgs-unstable: python313Packages.triton-no-cuda
Language and compiler for writing highly efficient custom Deep-Learning primitives
- Homepage: https://github.com/triton-lang/triton
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/triton/default.nix#L385
- Licenses: MIT
- Latest release: 3.6.0 (published 6 months ago)
- Last Synced: 2026-07-28T18:00:17.099Z (28 days ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 0.073%
- Forks count: 0.125%
- Stargazers count: 0.168%
- Maintainers (3)
pypi.org: triton
A language and compiler for custom Deep Learning operations
- Homepage: https://github.com/triton-lang/triton/
- Documentation: https://triton.readthedocs.io/
- Licenses: MIT License
- Latest release: 3.7.1 (published 2 months ago)
- Last Synced: 2026-08-23T15:03:07.463Z (1 day ago)
- Versions: 170
- Dependent Packages: 105
- Dependent Repositories: 3,060
- Downloads: 67,817,533 Last month
- Docker Downloads: 16,334,230
-
Rankings:
- Downloads: 0.105%
- Dependent repos count: 0.188%
- Dependent packages count: 0.217%
- Stargazers count: 0.293%
- Average: 0.453%
- Docker downloads count: 0.559%
- Forks count: 1.356%
- Maintainers (3)
proxy.golang.org: github.com/triton-lang/triton
- Homepage:
- Documentation: https://pkg.go.dev/github.com/triton-lang/triton#section-documentation
- Licenses: mit
- Latest release: v3.7.1+incompatible (published 2 months ago)
- Last Synced: 2026-08-23T15:03:06.484Z (1 day ago)
- Versions: 16
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 6.378%
- Average: 6.593%
- Dependent repos count: 6.808%
pypi.org: tokenspeed-proton
A profiler for Triton (vendor release for TokenSpeed)
- Homepage: https://github.com/triton-lang/triton/
- Documentation: https://tokenspeed-proton.readthedocs.io/
- Licenses: MIT
- Latest release: 0.0.0 (published 5 months ago)
- Last Synced: 2026-08-23T15:03:16.902Z (1 day ago)
- Versions: 6
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 17,175 Last month
-
Rankings:
- Dependent packages count: 7.519%
- Downloads: 15.428%
- Average: 21.823%
- Dependent repos count: 42.522%
- Maintainers (2)
pypi.org: triton-utlx
uTLX: Triton Language Extensions distributed as a Plugin
- Homepage: https://github.com/triton-lang/triton
- Documentation: https://triton-utlx.readthedocs.io/
- Licenses: MIT
- Latest release: 3.8.0 (published about 2 months ago)
- Last Synced: 2026-08-23T15:03:14.448Z (1 day ago)
- Versions: 4
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 49 Last month
-
Rankings:
- Dependent packages count: 6.885%
- Average: 22.919%
- Dependent repos count: 38.953%
- Maintainers (2)
conda-forge.org: triton
This is the development repository of Triton, a language and compiler for writing highly efficient custom Deep-Learning primitives. The aim of Triton is to provide an open-source environment to write fast code at higher productivity than CUDA, but also with higher flexibility than other existing DSLs.
- Homepage: https://github.com/triton-lang/triton
- Licenses: MIT
- Latest release: 1.1.2 (published over 4 years ago)
- Last Synced: 2026-04-02T10:03:16.987Z (5 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 602,000 Total
-
Rankings:
- Stargazers count: 4.852%
- Forks count: 8.111%
- Average: 24.541%
- Dependent repos count: 34.025%
- Dependent packages count: 51.175%
pypi.org: tokenspeed-triton
A language and compiler for custom Deep Learning operations (vendor release for TokenSpeed)
- Homepage: https://github.com/triton-lang/triton/
- Documentation: https://tokenspeed-triton.readthedocs.io/
- Licenses: MIT
- Latest release: 0.0.0 (published 5 months ago)
- Last Synced: 2026-08-23T15:03:14.588Z (1 day ago)
- Versions: 7
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 2,286,922 Last month
-
Rankings:
- Dependent packages count: 7.564%
- Average: 25.896%
- Downloads: 27.352%
- Dependent repos count: 42.772%
- Maintainers (2)
spack.io: py-triton
A language and compiler for custom Deep Learning operations.
- Homepage: https://github.com/triton-lang/triton
- Licenses: []
- Latest release: 2.1.0 (published over 2 years ago)
- Last Synced: 2026-08-23T15:03:08.291Z (1 day ago)
- Versions: 1
- Dependent Packages: 1
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Average: 27.807%
- Dependent packages count: 55.613%
pypi.org: triton-rocm
A language and compiler for custom Deep Learning operations with AMD GPU support
- Homepage: https://github.com/triton-lang/triton/
- Documentation: https://triton-rocm.readthedocs.io/
- Licenses: MIT License
- Latest release: 3.0.0rc1 (published almost 2 years ago)
- Last Synced: 2026-08-23T15:03:11.689Z (1 day ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 29 Last month
-
Rankings:
- Dependent packages count: 10.195%
- Average: 33.788%
- Dependent repos count: 57.381%
- Maintainers (1)
pypi.org: triton-pascal
A language and compiler for custom Deep Learning operations
- Homepage: https://github.com/triton-lang/triton/
- Documentation: https://triton-pascal.readthedocs.io/
- Licenses: MIT License
- Latest release: 3.1.0 (published almost 2 years ago)
- Last Synced: 2026-08-23T15:03:16.796Z (1 day ago)
- Versions: 10
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 28 Last month
-
Rankings:
- Dependent packages count: 10.718%
- Average: 35.542%
- Dependent repos count: 60.366%
- Maintainers (1)
pypi.org: triton-xpu
A language and compiler for custom Deep Learning operations
- Homepage: https://github.com/triton-lang/triton/
- Documentation: https://triton-xpu.readthedocs.io/
- Licenses: MIT License
- Latest release: 0.0.2 (published over 2 years ago)
- Last Synced: 2026-08-23T15:03:18.962Z (1 day ago)
- Versions: 7
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 187 Last month
-
Rankings:
- Dependent packages count: 9.665%
- Average: 36.718%
- Dependent repos count: 63.77%
- Maintainers (1)
anaconda.org: triton
This is the development repository of Triton, a language and compiler for writing highly efficient custom Deep-Learning primitives. The aim of Triton is to provide an open-source environment to write fast code at higher productivity than CUDA, but also with higher flexibility than other existing DSLs.
- Homepage: https://github.com/triton-lang/triton
- Licenses: MIT
- Latest release: 3.7.1 (published 2 months ago)
- Last Synced: 2026-06-23T18:03:48.909Z (2 months ago)
- Versions: 7
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 1,172 Total
-
Rankings:
- Dependent packages count: 46.058%
- Average: 48.347%
- Dependent repos count: 50.636%
nixpkgs-24.11: python312Packages.triton-bin
Language and compiler for custom Deep Learning operations
- Homepage: https://github.com/triton-lang/triton/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/triton/bin.nix#L58
- Licenses: unfreeRedistributable, MIT
- Latest release: 3.1.0 (published 7 months ago)
- Last Synced: 2026-08-04T13:01:43.797Z (21 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)
nixpkgs-unstable: python313Packages.triton
Language and compiler for writing highly efficient custom Deep-Learning primitives
- Homepage: https://github.com/triton-lang/triton
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/triton/default.nix#L385
- Licenses: MIT
- Latest release: 3.6.0 (published 6 months ago)
- Last Synced: 2026-08-11T13:01:06.753Z (14 days ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (3)
nixpkgs-unstable: python313Packages.triton-cuda
Language and compiler for writing highly efficient custom Deep-Learning primitives
- Homepage: https://github.com/triton-lang/triton
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/triton/default.nix#L385
- Licenses: MIT
- Latest release: 3.6.0 (published 6 months ago)
- Last Synced: 2026-03-08T02:40:34.787Z (6 months ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (3)
nixpkgs-unstable: python314Packages.triton-cuda
Language and compiler for writing highly efficient custom Deep-Learning primitives
- Homepage: https://github.com/triton-lang/triton
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/triton/default.nix#L385
- Licenses: MIT
- Latest release: 3.6.0 (published 6 months ago)
- Last Synced: 2026-04-14T17:04:17.750Z (4 months ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (3)
nixpkgs-24.11: python312Packages.triton
Language and compiler for writing highly efficient custom Deep-Learning primitives
- Homepage: https://github.com/triton-lang/triton
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/triton/default.nix#L269
- Licenses: MIT
- Latest release: 3.1.0 (published 7 months ago)
- Last Synced: 2026-03-08T07:19:38.112Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (3)
nixpkgs-24.11: python312Packages.triton-cuda
Language and compiler for writing highly efficient custom Deep-Learning primitives
- Homepage: https://github.com/triton-lang/triton
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/triton/default.nix#L269
- Licenses: MIT
- Latest release: 3.1.0 (published 7 months ago)
- Last Synced: 2026-03-08T07:19:58.049Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (3)
nixpkgs-24.11: python311Packages.triton-bin
Language and compiler for custom Deep Learning operations
- Homepage: https://github.com/triton-lang/triton/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/triton/bin.nix#L58
- Licenses: unfreeRedistributable, MIT
- Latest release: 3.1.0 (published 7 months ago)
- Last Synced: 2026-03-08T05:26:59.720Z (6 months 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: python313Packages.triton-bin
Language and compiler for custom Deep Learning operations
- Homepage: https://github.com/triton-lang/triton/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/triton/bin.nix#L47
- Licenses: unfreeRedistributable, MIT
- Latest release: 3.6.0 (published 7 months ago)
- Last Synced: 2026-04-17T20:06:48.460Z (4 months ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (2)
nixpkgs-unstable: python314Packages.triton
Language and compiler for writing highly efficient custom Deep-Learning primitives
- Homepage: https://github.com/triton-lang/triton
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/triton/default.nix#L385
- Licenses: MIT
- Latest release: 3.6.0 (published 6 months ago)
- Last Synced: 2026-03-07T09:34:36.461Z (6 months ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Maintainers (3)
nixpkgs-24.11: python311Packages.triton-cuda
Language and compiler for writing highly efficient custom Deep-Learning primitives
- Homepage: https://github.com/triton-lang/triton
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/triton/default.nix#L269
- Licenses: MIT
- Latest release: 3.1.0 (published 7 months ago)
- Last Synced: 2026-04-09T14:02:00.364Z (5 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (3)
nixpkgs-24.11: python311Packages.triton
Language and compiler for writing highly efficient custom Deep-Learning primitives
- Homepage: https://github.com/triton-lang/triton
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/triton/default.nix#L269
- Licenses: MIT
- Latest release: 3.1.0 (published 7 months ago)
- Last Synced: 2026-03-07T10:15:05.886Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Maintainers (3)
nixpkgs-24.11: python311Packages.triton-no-cuda
Language and compiler for writing highly efficient custom Deep-Learning primitives
- Homepage: https://github.com/triton-lang/triton
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/triton/default.nix#L269
- Licenses: MIT
- Latest release: 3.1.0 (published 7 months ago)
- Last Synced: 2026-04-09T14:02:00.407Z (5 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (3)
nixpkgs-unstable: python314Packages.triton-bin
Language and compiler for custom Deep Learning operations
- Homepage: https://github.com/triton-lang/triton/
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/triton/bin.nix#L47
- Licenses: unfreeRedistributable, MIT
- Latest release: 3.6.0 (published 7 months ago)
- Last Synced: 2026-04-14T17:04:17.930Z (4 months ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (2)
nixpkgs-24.11: python312Packages.triton-no-cuda
Language and compiler for writing highly efficient custom Deep-Learning primitives
- Homepage: https://github.com/triton-lang/triton
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/triton/default.nix#L269
- Licenses: MIT
- Latest release: 3.1.0 (published 7 months ago)
- Last Synced: 2026-07-29T04:01:33.629Z (27 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (3)
Dependencies
- actions/checkout v2 composite
- actions/checkout v2 composite
- actions/cache v3 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- azure/login v1 composite
- matplotlib *
- pandas *
- tabulate *
- actions/cache v4 composite
- actions/checkout v6 composite
- actions/cache v4 composite
- actions/cache/restore v4 composite
- actions/cache/save v4 composite
- actions/checkout v6 composite
- actions/cache v4 composite
- actions/checkout v6 composite
- actions/setup-python v6 composite
- actions/checkout v6 composite
- tj-actions/changed-files v47 composite
- cmake *
- llnl-hatchet *
- matplotlib *
- myst_parser *
- pandas *
- pytest *
- sphinx *
- sphinx-gallery *
- sphinx-multiversion *
- sphinx-rtd-theme *
- tabulate *
- autopep8 * test
- expecttest * test
- isort * test
- llnl-hatchet * test
- msgpack * test
- numpy * test
- pytest * test
- pytest-forked * test
- pytest-xdist * test
- scipy >=1.7.1 test
- actions/cache v4 composite
- actions/checkout v6 composite
- actions/checkout v6 composite
- actions/upload-artifact v4.4.0 composite
- softprops/action-gh-release v2 composite
- cmake >=3.20,<4.0
- lit *
- ninja >=1.11.1
- pybind11 >=2.13.1
- setuptools >=40.8.0
- wheel *
- numpy *
- pytest *
- importlib-metadata *