quaxed 0.10.4

Pre-quaxed libraries for multiple dispatch over abstract array types in JAX

quaxed

Pre-Quaxify'ed JAX

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Quaxed wraps jax libraries (using quax) to enable using those libraries with custom array-ish objects, not only jax arrays.

Installation

pip install quaxed

Note that quaxed builds a typing stub file during the build process to provide type hints for some quaxified libraries (e.g., quaxed.numpy). This enables quaxed functions to be typed correctly when working with custom array-like objects. If you find inconsistencies or issues with the type hints or stub files, we recommend using uv to set up your development environment and pin the versions of quaxed and its dependencies.

Documentation

Quick Start

To understand how quax works it's magic, see quax.quaxify and the tutorials.

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

# 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

We welcome contributions!

Citation

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.