jax_cosmo by DifferentiableUniverseInitiative

A differentiable cosmology library in JAX

created at May 1, 2020, 5:47 p.m.

18 +0

159 +2

31 +1

mpi4jax by mpi4jax

Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python

created at July 21, 2020, 10:57 a.m.

10 +0

379 +3

26 +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

tinygp by dfm

The tiniest of Gaussian Process libraries

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

9 +0

282 +2

22 +0

extending-jax by dfm

Extending JAX with custom C++ and CUDA code

created at Jan. 7, 2021, 3:31 p.m.

9 +0

356 +1

21 +0

dm_pix by deepmind

PIX is an image processing library in JAX, for JAX.

created at June 30, 2021, 4:25 p.m.

10 +0

368 +2

21 +0

jwave by ucl-bug

A JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUs

created at April 6, 2021, 10:22 a.m.

8 +0

125 +1

21 +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

EasyDeL by erfanzar

Accelerate your training with this open-source library. Optimize performance with streamlined training and serving options with JAX. 🚀

created at April 9, 2023, 5:18 p.m.

9 +0

158 -1

18 +1

ott by google-research

None

created at Jan. 18, 2021, 3:03 p.m.

15 +0

215 +0

18 +0

mcx by rlouf

Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.

created at Jan. 22, 2020, 8:38 a.m.

17 +0

324 +0

17 +0

jax-flows by ChrisWaites

Normalizing Flows in JAX 🌊

created at March 23, 2020, 2:42 a.m.

8 +0

264 +1

17 +0

scico by lanl

Scientific Computational Imaging COde

created at Sept. 21, 2021, 11:50 a.m.

8 +0

86 +1

17 +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

kfac-jax by deepmind

Second Order Optimization and Curvature Estimation with K-FAC in JAX.

created at March 18, 2022, 10:19 a.m.

10 +0

204 +2

15 +0

xmcgan_image_generation by google-research

None

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

4 +0

98 +0

15 +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

XLB by Autodesk

XLB: Accelerated Lattice Boltzmann (XLB) based on JAX for Physics-based ML

created at May 4, 2023, 5:36 p.m.

10 +0

147 +1

14 -1

econpizza by gboehl

Solve nonlinear heterogeneous agent models

created at June 4, 2021, 1:34 p.m.

3 +0

63 +1

12 +0

dynamiqs by dynamiqs

High-performance quantum systems simulation with JAX (GPU-accelerated & differentiable solvers).

created at Feb. 5, 2023, 5:04 p.m.

6 +0

106 +1

11 +0