differentiable 开源项目推荐（53 个）

google-research /fast-soft-sort

Fast Differentiable Sorting and Ranking

omegaiota /DiffCloth

Code repository for our paper DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact

dojo-sim /Dojo.jl

A differentiable physics engine for robotics

SarahWeiii /diso

Differentiable Iso-Surface Extraction Package (DISO)

HuXiaoling /TopoLoss

Code for the NeurIPS 2019 paper: Topology-Preserving Deep Image Segmentation

andrewhou1 /GeomConsistentFR

Official Code for Face Relighting with Geometrically Consistent Shadows (CVPR 2022)

eelregit /pmwd

Differentiable Cosmological Forward Model

settylab /Mellon

Non-parametric density inference for single-cell analysis.

lassepe /DifferentiableTrajectoryOptimization.jl

Differentiable trajectory optimization in Julia.

fa9r /DiffICP

Fully-Differentiable ICP in PyTorch

ofsoundof /dhp

This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".

JAX-DIPS /JAX-DIPS

JAX-DIPS is a differentiable interfacial PDE solver.

cherise215 /advchain

[Medical Image Analysis] Adversarial Data Augmentation with Chained Differentiable Transformations (AdvChain)

stmorgenstern /diff-soup

Multiphysics modeling, differentiable simulation, and physically-constrained machine learning in JAX using GPU-accelerated stiff solvers with sparse numerical methods

waltsims /dbua

Code repository for the 2023 MICCAI Paper "Differentiable Beamforming for Ultrasound Autofocusing"

HuXiaoling /DMT_loss

DMT codes for the ICLR 2021 paper: Topology-Aware Segmentation Using Discrete Morse Theory

xzackli /Bolt.jl

differentiable boltzmann code

futianfan /DST

(differentiable) gradient-based optimization on a chemical graph for de novo molecule design/optimization (ICLR 2022)

thowell /RoboDojo.jl

A differentiable simulator for robotic systems.

MinRegret /deluca

Performant, differentiable reinforcement learning