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Jax

113 projects

Showing 5 of 113 projects

delta PV
delta PVPython

A photovoltaic simulator with automatic differentiation for solar cell modeling and optimization, built on JAX.

#scientific-computing#jax#material-optimization
Stars67
Forks20
Last commit8 months ago
PGMax
PGMaxPython

A JAX-based library for loopy belief propagation on discrete factor graphs, enabling efficient probabilistic inference.

#probabilistic-inference#factor-graphs#jax
Stars66
Forks8
Last commit1 year ago
astronomix
astronomixJupyter Notebook

A differentiable hydrodynamics and magnetohydrodynamics code for astrophysics built with JAX, enabling gradient-based inverse modeling and multi-GPU simulations.

#scientific-computing#open-source#computational-fluid-dynamics
Stars62
Forks7
Last commit
JAXFit
JAXFitPython

GPU/TPU accelerated nonlinear least-squares curve fitting using JAX, designed as a drop-in replacement for SciPy's curve_fit.

#scientific-computing#jax#nonlinear-regression
Stars61
Forks11
Last commit3 years ago
DiffeRT
DiffeRTPython

A differentiable ray tracing toolbox for radio propagation simulations, built on JAX for optimization and machine learning.

#radio-propagation#simulation#jax
Stars60
Forks10
Last commit1 day ago
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#Machine Learning82
#Deep Learning54
#Neural Networks29
#Python26
#Python Library25
#Scientific Computing24
#Automatic Differentiation23
#Gpu Acceleration19
#Reinforcement Learning18
#Optimization14
#Tensorflow14
#Computer Vision14