array-api-extra 0.11.4


pip install array-api-extra

  Latest version

Released: Sep 07, 2026
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Author: Lucas Colley
Requires Python: >=3.11
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  • Developers

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  • OS Independent

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  • Python
  • Python :: 3
  • Python :: 3 :: Only
  • Python :: 3.11
  • Python :: 3.12
  • Python :: 3.13
  • Python :: 3.14
  • Python :: Free Threading :: 3 - Stable

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array-api-extra

docs - here! PyPI version Conda-Forge PyPI platforms All Contributors

Pixi Badge Typing codecov EffVer Versioning SPEC 8 — Securing the Release Process

Extra array functions built on top of the array API standard.

Used by:

  • SciPy — Fundamental algorithms for scientific computing.
  • scikit-learn — Machine Learning in Python.
  • pyRiemann — Machine learning for multivariate data through the Riemannian geometry of positive definite matrices.
  • SysIdentPy — System Identification Using NARMAX Models.
  • bilby — A unified framework for stochastic sampling packages and gravitational-wave inference.
  • ccdproc — Astropy affiliated package for reducing optical/IR CCD data.
  • GLASS — Generator for Large Scale Structure.
  • ASPIRE — Accelerated Sequential Posterior Inference via REuse.
  • your library? Let us know!

Installation

See https://data-apis.org/array-api-extra/#installation.

Versioning

This project uses EffVer. TL;DR:

  • To bump from version x.y.z to x.(y+1).0 of array-api-extra, expect that you may need to put in some work.
  • To bump from version x.y.z to x.y.(z+1), any work needed on your side should be minimal. Please open an issue if this is not the case!

Contributors

This project exists thanks to the following contributors (emoji key):

Lucas Colley
Lucas Colley
💻 📖 💡 🤔 🚇 🚧 🔧 ⚠️ 🐛 📦 👀 📢 🧑‍🏫		 Matt Haberland
Matt Haberland
💻 🤔 ⚠️		 Jake Bowhay
Jake Bowhay
💻 👀 🔧		 Aaron Meurer
Aaron Meurer
👀 🤔 🚇		 Tim Head
Tim Head
🤔 👀		 Athan
Athan
👀 🤔		 Carlos Ramos Carreño
Carlos Ramos Carreño
🤔
Guido Imperiale
Guido Imperiale
💻 📖 🔧 ⚠️ 💡 🐛 🤔 👀 🚧		 Joren Hammudoglu
Joren Hammudoglu
👀		 Thomas J. Fan
Thomas J. Fan
🤔		 Irwin Zaid
Irwin Zaid
🤔		 jakirkham
jakirkham
💻 👀		 Pamphile Roy
Pamphile Roy
💻		 Omar Salman
Omar Salman
💻 📖 🐛 ⚠️ 👀 🧑‍🏫
Ralf Gommers
Ralf Gommers
🤔 🚇 👀		 Olivier Grisel
Olivier Grisel
💻		 Evgeni Burovski
Evgeni Burovski
💻 📖 👀		 Jake Vanderplas
Jake Vanderplas
👀		 kotlinisland
kotlinisland
👀		 detachhead
detachhead
👀		 Neil Girdhar
Neil Girdhar
💻 ⚠️ 👀
Thomas Li
Thomas Li
🐛 🔧		 Pearu Peterson
Pearu Peterson
👀		 Patrick J. Roddy
Patrick J. Roddy
💻 📖 💡 ⚠️		 Martin Schuck
Martin Schuck
🤔		 Gauthier-Clerc François
Gauthier-Clerc François
💻 ⚠️ 🐛		 Adrián García Pitarch
Adrián García Pitarch
💻 ⚠️		 Arthur Lacote
Arthur Lacote
💻 📖 🤔 ⚠️
Albert Steppi
Albert Steppi
💻 🤔 ⚠️		 Pradyot Ranjan
Pradyot Ranjan
💻 📖 🤔 ⚠️		 Lundy Bernard
Lundy Bernard
👀		 Chaitanya Pudota
Chaitanya Pudota
💻		 Bru
Bru
💻 ⚠️ 📖 💡		 Quentin Barthélemy
Quentin Barthélemy
👀 💻		 Florian Bourgey
Florian Bourgey
📖 💻 ⚠️ 🔧
ushnah
ushnah
💻 ⚠️

We follow the all-contributors specification. Contributions of any kind welcome!

0.11.4 Sep 07, 2026
0.11.3 Sep 07, 2026
0.11.2 Aug 26, 2026
0.11.1 Aug 12, 2026
0.11.0 Jun 10, 2026
0.10.3 Jun 03, 2026
0.10.1 Feb 27, 2026
0.10.0 Feb 24, 2026
0.9.2 Jan 03, 2026
0.9.1 Nov 21, 2025
0.9.0 Sep 09, 2025
0.8.2 Aug 27, 2025
0.8.1 Aug 26, 2025
0.8.0 Jun 03, 2025
0.7.2 May 11, 2025
0.7.1 Mar 26, 2025
0.7.0 Mar 18, 2025
0.6.1 Feb 27, 2025
0.6.0 Jan 15, 2025
0.5.0 Jan 03, 2025
0.4.0 Dec 12, 2024
0.3.3 Nov 30, 2024
0.3.2 Nov 30, 2024
0.3.1 Nov 30, 2024
0.2.1.dev0 Nov 30, 2024
0.2.0 Nov 20, 2024
0.1.1 Sep 24, 2024
0.1.0 Sep 24, 2024

Wheel compatibility matrix

Platform Python 3
any

Files in release

Extras: None
Dependencies:
array-api-compat (<2,>=1.15.0)