transformers by huggingface

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

created at Oct. 29, 2018, 1:56 p.m.

1,101 +4

126,623 +368

25,069 +70

alphafold by deepmind

Open source code for AlphaFold.

created at June 17, 2021, 2:06 p.m.

224 +0

11,926 +35

2,128 +7

trax by google

Trax — Deep Learning with Clear Code and Speed

created at Oct. 5, 2019, 3:09 p.m.

146 +0

7,969 +6

811 +0

flax by google

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

created at Jan. 10, 2020, 9:48 a.m.

84 +1

5,596 +26

595 +2

pytorch-fid by mseitzer

Compute FID scores with PyTorch.

created at Feb. 10, 2018, 12:33 p.m.

14 +0

3,146 +15

492 +1

scenic by google-research

Scenic: A Jax Library for Computer Vision Research and Beyond

created at July 12, 2021, 2:27 p.m.

39 +0

3,046 +10

407 +3

dm-haiku by deepmind

JAX-based neural network library

created at Feb. 18, 2020, 7:14 a.m.

39 +0

2,819 +3

226 +0

EasyLM by young-geng

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

created at Nov. 22, 2022, 12:55 p.m.

41 +0

2,257 +9

233 +0

mctx by deepmind

Monte Carlo tree search in JAX

created at March 1, 2022, 5:26 p.m.

29 +0

2,219 +4

171 -1

numpyro by pyro-ppl

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

created at Feb. 13, 2019, 9:13 p.m.

49 +0

2,062 +5

222 +2

equinox by patrick-kidger

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

created at July 29, 2021, 2:21 a.m.

21 +0

1,851 +7

127 -1

cvxpylayers by cvxgrp

Differentiable convex optimization layers

created at Oct. 27, 2019, 10:42 p.m.

53 +0

1,730 +7

154 +0

optax by deepmind

Optax is a gradient processing and optimization library for JAX.

created at June 12, 2020, 3:45 p.m.

34 +0

1,510 +6

156 +2

tensorly by tensorly

TensorLy: Tensor Learning in Python.

created at Oct. 21, 2016, 11:14 p.m.

45 +0

1,504 +0

281 +0

big_transfer by google-research

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

created at May 11, 2020, 9:34 p.m.

42 +0

1,495 +0

174 +0

jraph by deepmind

A Graph Neural Network Library in Jax

created at Nov. 23, 2020, 10:27 a.m.

41 +0

1,329 +3

87 +0

maxtext by google

A simple, performant and scalable Jax LLM!

created at Feb. 28, 2023, 7:47 p.m.

23 +1

1,300 +5

226 -2

diffrax by patrick-kidger

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

created at July 25, 2021, 11:42 p.m.

20 +0

1,271 +11

116 +4

rlax by deepmind

None

created at Feb. 18, 2020, 7:14 a.m.

34 +0

1,194 +2

83 +0

jaxopt by google

Hardware accelerated, batchable and differentiable optimizers in JAX.

created at July 12, 2021, 5:16 p.m.

19 +0

895 +1

60 +0