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!

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

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!

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

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

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