Pre-quaxed libraries for multiple dispatch over abstract array types in JAX
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quaxed
Pre-Quaxify'ed JAX
Quaxed wraps jax libraries (using
quax) to enable using those libraries with
custom array-ish objects, not only jax arrays.
Installation
pip install quaxed
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.
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