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

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

mipnerf by google

None

created at May 14, 2021, 4:01 p.m.

18 +0

885 +0

108 +1

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

chex by deepmind

None

created at Aug. 6, 2020, 9:32 a.m.

17 +0

724 +2

41 +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

distrax by deepmind

None

created at April 1, 2021, 5:03 p.m.

17 +0

512 +0

32 +0

paxml by google

Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimentation and parallelization, and has demonstrated industry leading model flop utilization rates.

created at June 14, 2022, 4:04 p.m.

16 +0

410 +4

61 +0

levanter by stanford-crfm

Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax

created at May 24, 2022, 10:26 p.m.

15 +0

454 +5

66 +0

ott by google-research

None

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

15 +0

215 +0

18 +0

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

blackjax by blackjax-devs

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

created at Dec. 9, 2020, 8:12 a.m.

13 +0

729 +2

94 +1

BrainPy by brainpy

Brain Dynamics Programming in Python

created at July 16, 2020, 2:11 a.m.

12 +0

484 +2

88 +0

purejaxrl by luchris429

Really Fast End-to-End Jax RL Implementations

created at Feb. 25, 2023, 3:38 p.m.

12 +0

579 +1

47 +0

fortuna by awslabs

A Library for Uncertainty Quantification.

created at Nov. 17, 2022, 1:11 p.m.

12 +0

855 +1

45 +0

fedjax by google

FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.

created at Dec. 22, 2020, 2:44 p.m.

11 +0

249 +0

41 +0

gymnax by RobertTLange

RL Environments in JAX 🌍

created at Dec. 26, 2020, 2:35 p.m.

10 +0

542 +7

49 +1

ott by ott-jax

Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.

created at Dec. 24, 2021, 7:28 a.m.

10 +0

458 +0

78 +0

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

evosax by RobertTLange

Evolution Strategies in JAX 🦎

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

10 +0

454 +2

40 +0