Jax Python Packages

wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

thinc

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

keras

Deep Learning for humans

jaxlib

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

orbax-checkpoint

Orbax provides common checkpointing and persistence utilities for JAX users

etils

Collection of eclectic utils for python.

flax

Flax is a neural network library for JAX that is designed for flexibility.

jaxtyping

Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/

tensorflow-datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

equinox

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

jax-cuda12-pjrt

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jax-cuda12-plugin

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

grain

Library for reading and processing ML training data.

dm-haiku

JAX-based neural network library

clu

CLU lets you write beautiful training loops in JAX.

orbax-export

Orbax provides common checkpointing and persistence utilities for JAX users

jraph

A Graph Neural Network Library in Jax

e3nn-jax

jax library for E3 Equivariant Neural Networks

jaxopt

Hardware accelerated, batchable and differentiable optimizers in JAX.

openequivariance

OpenEquivariance: a fast, open-source GPU JIT kernel generator for the Clebsch-Gordon Tensor Product.

autoray

Abstract your array operations.

numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.