Skip to main content

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!

Release files for array-api-extra 0.11.3

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for array-api-extra 0.11.3
File Size Uploaded
array_api_extra-0.11.3.tar.gz 112.4 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for array-api-extra 0.11.3
File Interpreter ABI Platform
array_api_extra-0.11.3-py3-none-any.whl Python 3 none any Details

Total release size: 232.6 kB

Release files / array_api_extra-0.11.3.tar.gz

Download URL array_api_extra-0.11.3.tar.gz
Size 112.4 kB
Tags Source
SHA-256 checksum
How to use checksums
1116e08cbf1c1f3ba64c5b33c6808b748b10e38ad0f55714d156fe90d4c83791
BLAKE2b-256 checksum
How to use checksums
c5a4bbd960213b8f374ebc5c1391143d5aa8f9e48e3034def1a1dcf8171b7bf0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 7, 2026.

Transparency log

Release files / array_api_extra-0.11.3-py3-none-any.whl

Download URL array_api_extra-0.11.3-py3-none-any.whl
Size 120.2 kB
Tags Python 3
SHA-256 checksum
How to use checksums
b611892d98e72e5ed8bb5d61c2f4a88f4e93a812f7a2e25295c86b9b1b84c36a
BLAKE2b-256 checksum
How to use checksums
0458576b9c9b7147afd57067cbdccd46eb9106eec205ccee3b495b88566fc1f1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 7, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.11.3 This release

2 release files

0.11.2

2 release files

0.11.1

2 release files

0.11.0

2 release files

0.10.1

2 release files

0.10.0

2 release files

0.9.2

2 release files

0.9.1

2 release files

0.9.0

2 release files

0.8.2

2 release files

0.8.1

2 release files

0.8.0

2 release files

0.7.2

2 release files

0.7.1

2 release files

0.7.0

2 release files

0.6.1

2 release files

0.6.0

2 release files

0.5.0

2 release files

0.4.0

2 release files

0.3.3

2 release files

0.3.2

2 release files

0.3.1

2 release files

0.2.0

2 release files

0.1.1

2 release files

0.1.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page