objax by google

None

created at Aug. 20, 2020, 6:20 a.m.

26 +0

761 +0

79 +0

netket by netket

Machine learning algorithms for many-body quantum systems

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

25 +0

503 +1

172 +1

fourier-feature-networks by tancik

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

created at June 16, 2020, 11:54 p.m.

24 +0

1,190 +2

127 +2

evojax by google

None

created at Dec. 7, 2021, 12:30 a.m.

23 +0

789 +1

69 +0

JAX-Toolbox by NVIDIA

JAX-Toolbox

created at Feb. 13, 2023, 2:39 p.m.

23 +0

177 +6

34 +1

maxtext by google

A simple, performant and scalable Jax LLM!

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

22 +0

1,281 +9

228 +1

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

1,834 +9

127 +0

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

1,251 +9

111 +1

jaxopt by google

Hardware accelerated, batchable and differentiable optimizers in JAX.

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

19 +0

891 +2

59 +1

mipnerf by google

None

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

18 +0

883 +2

107 +0

jax_cosmo by DifferentiableUniverseInitiative

A differentiable cosmology library in JAX

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

18 +0

157 +0

30 +0

distrax by deepmind

None

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

17 +0

511 +2

32 +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

chex by deepmind

None

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

17 +0

720 +4

40 +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 +1

399 +7

60 +3

ott by google-research

None

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

15 +0

215 +0

18 +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

446 +1

64 +0

pytorch-fid by mseitzer

Compute FID scores with PyTorch.

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

14 +0

3,116 +31

490 -2

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.

14 +0

727 +0

93 +3

fortuna by awslabs

A Library for Uncertainty Quantification.

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

12 +0

855 +0

45 +0