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.

quax

Multiple dispatch over abstract array types in JAX.

eqxvision

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

esm2quinox

An implementation of ESM2 in Equinox+JAX

sbgm

Score-based Diffusion models in JAX.

diffraxtra

Extras for Diffrax: OOP and vectorization

lerax

Deep Reinforcement Learning with JAX and Equinox.

parametrix

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

oncequinox

Create singleton Equinox modules.

mccube

Markov chain cubature via JAX.

somap

Self-Organizing Maps in python

discretax

State Space Models in Jax

linax

State Space Models in 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.

frontx

⚛️ Nonlinear diffusion problems with JAX

feedbax

Optimal feedback control + interventions, in JAX.