differentiable-programming topic
cellular-automata-pytorch
A reproduction and tweaking of Growing Neural Cellular Automata
successive-halving-topk
A fast and highly accurate differentiable Top-k operator from the "Successive Halving Top-k Operator" AAAI'21 paper.
DPFEHM.jl
DPFEHM: A Differentiable Subsurface Flow Simulator
MDToolbox.jl
MDToolbox.jl: A Julia package for molecular dynamics trajectories analysis and modeling of biomolecules
pi-PRL
ICLR'22 Programmatic Reinforcement Learning
TorchLitho
Differentiable Computational Lithogrpahy Framework
diffmpm
Differentiable Material Point Method
SoftMAC
Code repository for our paper SoftMAC: Differentiable Soft Body Simulation with Forecast-based Contact Model and Two-way Coupling with Articulated Rigid Bodies and Clothes
OptimalControl.jl
Solvers of optimal control problems