Equinox Python Packages

equinox

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

lineax

Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax

optimistix

Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/

diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

exponax

Efficient Differentiable n-d PDE Solvers in JAX.

pdequinox

Neural Emulator Architectures in JAX.

trainax

Neural Emulator Architectures in JAX.

esm2quinox

An implementation of ESM2 in Equinox+JAX

quax

Multiple dispatch over abstract array types in JAX.

eqxvision

A Python package of computer vision models for the Equinox ecosystem.

parametrix

🪄 Flax-like computed parameters for bare JAX (and Equinox)

diffraxtra

Extras for Diffrax: OOP and vectorization

sbgm

Score-based Diffusion models in JAX.

jaxon

Save pytrees efficiently in hdf5 files.

jax-blox

A functional and lightweight neural network library for JAX.

oncequinox

micro-library for making Equinox singletons

lerax

Reinforcement Learning in Jax

discretax

Discretax is a light weight collection of state space models implemented in JAX ⚡️

mccube

Markov chain cubature via JAX.

linax

State Space Models in Jax

somap

Self-Organizing Maps in python

feedbax

Optimal feedback control + interventions, in JAX.

frontx

Nonlinear diffusion problems with JAX

katmer

katmer is a powerful library for optimizing the design of optical thin films using automatic differentiation via JAX and Equinox, enabling efficient and accurate inverse design solutions.