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array-api-extra

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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.
  • 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!

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0.11.2 This release

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