array-api-extra 0.11.0

pip install array-api-extra

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Released: Jun 10, 2026

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

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array-api-extra

👁 docs - here!
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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.
SysIdentPy — System Identification Using NARMAX Models.
GLASS — Generator for Large Scale Structure.
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} 💻

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

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rgommers

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This version

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0.11.0

Jun 10, 2026

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0.10.3

Jun 3, 2026

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0.10.1

Feb 27, 2026

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0.10.0

Feb 24, 2026

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0.9.2

Jan 3, 2026

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0.9.1

Nov 21, 2025

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0.9.0

Sep 9, 2025

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0.8.2

Aug 27, 2025

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0.8.1

Aug 26, 2025

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0.8.0

Jun 3, 2025

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0.7.2

May 11, 2025

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0.7.1

Mar 26, 2025

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0.7.0

Mar 18, 2025

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0.6.1

Feb 27, 2025

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0.6.0

Jan 15, 2025

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0.5.0

Jan 3, 2025

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0.4.0

Dec 12, 2024

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0.3.3

Nov 30, 2024

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0.3.2

Nov 30, 2024

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0.3.1

Nov 30, 2024

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0.2.1.dev0 pre-release

Nov 30, 2024

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0.2.0

Nov 20, 2024

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0.1.1

Sep 24, 2024

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0.1.0

Sep 24, 2024

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array-api-extra 0.11.0

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