Jax Python Packages

einops

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

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

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

etils

Collection of eclectic utils for python.

jaxtyping

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

orbax-checkpoint

Orbax provides common checkpointing and persistence utilities for JAX users

flax

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

autograd

Efficiently computes derivatives of NumPy code.

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

numpyro

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

autoray

Abstract your array operations.

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

openequivariance

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