differentiable-programming

Taichi(太极)是一门面向计算机图形学应用而设计的一种高性能编程语言

#计算机科学#Swift for TensorFlow

Warp 是一个用于编写高性能仿真和图形代码的 Python 框架

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

#计算机科学#A general-purpose probabilistic programming system with programmable inference

#计算机科学#High-performance automatic differentiation of LLVM and MLIR.

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

#计算机科学#Compositional Differentiable Programming Library

Fast and embedded solvers for nonlinear optimal control and nonlinear model predictive control

#计算机科学#Hardware accelerated, batchable and differentiable optimizers in JAX.

#计算机科学#Swift for TensorFlow Deep Learning Library

#人脸识别#A high-fidelity 3D face reconstruction library from monocular RGB image(s)

#计算机科学#torchbearer: A model fitting library for PyTorch

#计算机科学#TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

Robot kinematics implemented in pytorch

🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types

#计算机科学#Julia bindings for the Enzyme automatic differentiator

Differentiable Finite Element Method with JAX

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

#计算机科学#Code for our NeurIPS 2022 paper