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

jaxns by Joshuaalbert

Probabilistic Programming and Nested sampling in JAX

created at July 31, 2020, 6 p.m.

5 +0

125 +4

8 +0

tf2jax by deepmind

None

created at March 2, 2022, 8:22 p.m.

7 +0

96 +0

8 +0

lqg by RothkopfLab

Inverse optimal control for continuous psychophysics

created at Aug. 24, 2021, 7:38 a.m.

2 +0

24 +0

8 +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

spyx by kmheckel

Spyx: Spiking Neural Networks in JAX

created at June 21, 2023, 8:42 p.m.

3 +0

75 +1

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

eqxvision by paganpasta

A Python package of computer vision models for the Equinox ecosystem.

created at July 24, 2022, 10:02 p.m.

4 +0

95 +0

10 +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

98 +0

11 +0

cr-sparse by carnotresearch

Functional models and algorithms for sparse signal processing

created at Dec. 22, 2020, 8:31 a.m.

6 +0

83 +0

11 +0

econpizza by gboehl

Solve nonlinear heterogeneous agent models

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

3 +0

62 +3

12 +0

kalman-jax by AaltoML

Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX

created at April 3, 2020, 6:52 a.m.

11 +0

92 +1

13 +0

exojax by HajimeKawahara

🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and JAXopt

created at Dec. 12, 2020, 3:46 a.m.

4 +0

40 +0

14 +0

jaxlie by brentyi

Rigid transforms + Lie groups in JAX

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

4 +0

202 +1

14 +0

xmcgan_image_generation by google-research

None

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

4 +0

98 -1

15 +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

202 +1

15 +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

146 +3

15 +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

scico by lanl

Scientific Computational Imaging COde

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

8 +0

84 +0

17 +0

jax-flows by ChrisWaites

Normalizing Flows in JAX 🌊

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

8 +0

263 +0

17 +0