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NVIDIA
warp-lang

A Python framework for GPU-accelerated simulation, robotics, and machine learning.

941K 7K 494
google
jaxopt

Hardware accelerated, batchable and differentiable optimizers in JAX.

554K 1K 71
taichi-dev
taichi

Productive, portable, and performant GPU programming in Python.

284K 28K 2K
UM-ARM-Lab
pytorch-kinematics

Robot kinematics implemented in pytorch

38K 795 70
taichi-dev
taichi-nightly

The Taichi Programming Language

13K 28K 2K
metaopt
torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

9K 629 43
NextStat
nextstat

High-performance statistical inference engine — MLE, Bayesian, survival, GLM, time series. Rust core with Python bindings.

7K 11 0
pasteurlabs
tesseract-core

Universal, autodiff-native software components for Simulation Intelligence. 📦

7K 98 5
optiland
optiland

Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.

7K 667 140
jeertmans
fpt-jax

Fermat path tracing with JAX

4K 3 0
astro-informatics
s2fft

S2FFT: Differentiable and accelerated spherical transforms

3K 223 17
eelregit
mcfit

multiplicatively convolutional fast integral transforms, implementing FFTLog

3K 35 12
LukasZahradnik
neuralogic

PyNeuraLogic lets you use Python to create Differentiable Logic Programs

2K 307 24
kach
memo-lang

A probabilistic programming language for metacognitive modeling

2K 143 13
pytorchbearer
torchbearer

torchbearer: A model fitting library for PyTorch

2K 641 63
pnnl
neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

2K 1K 172
ucl-bug
jaxdf

A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations

1K 135 13
sushaan-k
jaxphys

Differentiable JAX physics engine for classical, quantum, EM, and statistical mechanics

803 2 1
a-paulus
softjax

A library for soft differentiable relaxations of common JAX functions.

792 73 3
walkerchi
torch-sla

torch sparse linear algebra library

780 33 1
debangshu-mukherjee
janssen

Differentiable and Modular Optical Microscopy Simulations and Inversions

710 1 0
esa
dsgp4

dSGP4: differentiable SGP4. Supports differentiability, ML integration & embarassingly parallel computations

621 88 20
chisym
genjax

Probabilistic programming with programmable inference for parallel accelerators.

582 51 7
UM-ARM-Lab
pytorch-kinematics-ms

Robot kinematics implemented in pytorch

568 795 70
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