cvxpylayers by cvxgrp

Differentiable convex optimization layers

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

53 +0

1,730 +7

154 +0

coax by coax-dev

Modular framework for Reinforcement Learning in python

created at March 11, 2021, 12:56 a.m.

8 +0

161 +0

18 +0

deltapv by romanodev

A photovoltaic simulator with automatic differentiation

created at May 20, 2019, 8:23 p.m.

6 +0

53 +0

16 +0

jaxlie by brentyi

Rigid transforms + Lie groups in JAX

created at Nov. 28, 2020, 6:18 a.m.

5 +1

203 +1

14 +0

flaxmodels by matthias-wright

Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.

created at May 16, 2021, 1:34 p.m.

6 +0

223 +0

24 +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

netket by netket

Machine learning algorithms for many-body quantum systems

created at April 23, 2018, 6:48 p.m.

25 +0

505 +2

174 -1

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

xmcgan_image_generation by google-research

None

created at June 24, 2021, 3:58 p.m.

4 +0

98 +0

15 +0

jax-fid by matthias-wright

FID computation in Jax/Flax.

created at July 29, 2021, 4:05 a.m.

3 +0

21 +0

5 +0

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

bayex by alonfnt

Minimal Implementation of Bayesian Optimization in JAX

created at Aug. 1, 2021, 8:41 a.m.

3 +0

78 +0

1 +0

jaxdf by ucl-bug

A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations

created at Sept. 8, 2021, 4:38 p.m.

7 +0

107 +0

7 +0

tree-math by google

Mathematical operations for JAX pytrees

created at Dec. 18, 2021, 1:56 a.m.

10 +0

169 +0

7 +0

jax-models by DarshanDeshpande

Unofficial JAX implementations of deep learning research papers

created at Jan. 8, 2022, 1:40 p.m.

5 +0

140 +0

9 +0

PGMax by vicariousinc

Loopy belief propagation for factor graphs on discrete variables, in JAX!

created at June 9, 2021, 8:21 p.m.

6 +0

63 +0

9 +0

evosax by RobertTLange

Evolution Strategies in JAX 🦎

created at Dec. 30, 2020, 2:14 p.m.

10 +0

454 +2

40 +0

parallax by srush

None

created at May 19, 2020, 1:49 a.m.

6 +0

158 +1

4 +0

tinygp by dfm

The tiniest of Gaussian Process libraries

created at Feb. 14, 2021, 3:51 p.m.

9 +0

282 +2

22 +0

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