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Differentiable Simulations Python Packages

Python packages with the GitHub topic differentiable-simulations. Sorted by relevance, with stars and monthly downloads.
jeertmans
differt

Differentiable Ray Tracing Toolbox for Radio Propagation Simulations

17K 56 10
desy-ml
cheetah-accelerator

Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.

4K 65 26
tum-pbs
phiflow

A differentiable PDE solving framework for machine learning

2K 2K 226
AgentTorch
agent-torch

large population models

1K 614 94
ucl-bug
jwave

A JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUs

784 206 33
pyrddlgym-project
pyrddlgym-jax

JAX compilation of RDDL description files, and a differentiable planner in JAX.

592 14 3
svenkreiss
socialforce

Differentiable Social Force simulation with universal interaction potentials.

345 141 44
GaoyuanWu
jaxsso

A differentiable finite element analysis solver for structural optimization based on JAX

244 41 4
a-paulus
softtorch

A library for soft differentiable relaxations of common PyTorch functions.

241 69 2
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