Metadata-Version: 2.4
Name: quaxed
Version: 0.8.3
Summary: Pre-quaxed libraries for multiple dispatch over abstract array types in JAX
Project-URL: Homepage, https://github.com/GalacticDynamics/quaxed
Project-URL: Bug Tracker, https://github.com/GalacticDynamics/quaxed/issues
Project-URL: Discussions, https://github.com/GalacticDynamics/quaxed/discussions
Project-URL: Changelog, https://github.com/GalacticDynamics/quaxed/releases
Author-email: Nathaniel Starkman <nstarman@users.noreply.github.com>
License-File: LICENSE
Classifier: Development Status :: 1 - Planning
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: BSD License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Scientific/Engineering
Classifier: Typing :: Typed
Requires-Python: >=3.11
Requires-Dist: jax>=0.4.3
Requires-Dist: jaxlib>=0.4.3
Requires-Dist: jaxtyping>=0.2.34
Requires-Dist: optype>=0.8.0
Requires-Dist: plum-dispatch>=2.5.2
Requires-Dist: quax>=0.0.5
Description-Content-Type: text/markdown

<h1 align='center'> quaxed </h1>
<h3 align="center">Pre-<code>Quaxify</code>'ed <code>JAX</code></h3>

<p align="center">
    <a href="https://pypi.org/project/quaxed/"> <img alt="PyPI: quaxed" src="https://img.shields.io/pypi/v/quaxed?style=flat" /> </a>
    <a href="https://pypi.org/project/quaxed/"> <img alt="PyPI versions: quaxed" src="https://img.shields.io/pypi/pyversions/quaxed" /> </a>
    <a href="https://quaxed.readthedocs.io/en/"> <img alt="ReadTheDocs" src="https://img.shields.io/badge/read_docs-here-orange" /> </a>
    <a href="https://pypi.org/project/quaxed/"> <img alt="quaxed license" src="https://img.shields.io/github/license/GalacticDynamics/quaxed" /> </a>
</p>
<p align="center">
    <a href="https://github.com/GalacticDynamics/quaxed/actions/workflows/ci.yml"> <img alt="CI status" src="https://github.com/GalacticDynamics/quaxed/actions/workflows/ci.yml/badge.svg?branch=main" /> </a>
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    <a href="https://codecov.io/gh/GalacticDynamics/quaxed"> <img alt="codecov" src="https://codecov.io/gh/GalacticDynamics/quaxed/graph/badge.svg" /> </a>
    <a href="https://scientific-python.org/specs/spec-0000/"> <img alt="ruff" src="https://img.shields.io/badge/SPEC-0-green?labelColor=%23004811&color=%235CA038" /> </a>
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    <a href="https://pre-commit.com"> <img alt="pre-commit" src="https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit" /> </a>
</p>

---

`Quaxed` wraps [jax](https://jax.readthedocs.io/en/latest/) libraries (using
[`quax`](https://docs.kidger.site/quax/)) to enable using those libraries with
custom array-ish objects, not only jax arrays.

## Installation

[![PyPI version][pypi-version]][pypi-link]
[![PyPI platforms][pypi-platforms]][pypi-link]

<!-- [![Conda-Forge][conda-badge]][conda-link] -->

```bash
pip install quaxed
```

## Documentation

[![Read The Docs](https://img.shields.io/badge/read_docs-here-orange)](https://unxt.readthedocs.io/en/)

### Quick Start

To understand how `quax` works it's magic, see
[`quax.quaxify`](https://docs.kidger.site/quax/api/quax/#quax.quaxify) and the
[tutorials](https://docs.kidger.site/quax/examples/custom_rules/).

To use this library, it's as simple as:

```pycon
# Import pre-quaxified library
>>> import quaxed.numpy as jnp  # this is quaxify(jax.numpy)

# As an example, let's import an array-ish object
>>> from unxt import Quantity
>>> x = Quantity(2, "km")
>>> jnp.square(w)
Quantity['area'](Array(4, dtype=int64, weak_type=True), unit='km2')
```

## Development

[![Actions Status][actions-badge]][actions-link]
[![Documentation Status][rtd-badge]][rtd-link]
[![codecov][codecov-badge]][codecov-link]
[![SPEC 0 — Minimum Supported Dependencies][spec0-badge]][spec0-link]
[![pre-commit][pre-commit-badge]][pre-commit-link]
[![ruff][ruff-badge]][ruff-link]

We welcome contributions!

## Citation

[![DOI][zenodo-badge]][zenodo-link]

If you found this library to be useful and want to support the development and
maintenance of lower-level utility libraries for the scientific community,
please consider citing this work.

<!-- prettier-ignore-start -->
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[codecov-link]:             https://codecov.io/gh/GalacticDynamics/quaxed
[pre-commit-badge]:         https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit
[pre-commit-link]:          https://pre-commit.com
[pypi-link]:                https://pypi.org/project/quaxed/
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[zenodo-link]:              https://zenodo.org/doi/10.5281/zenodo.10850521

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