differentiable-programming

Productive & portable high-performance programming in Python.

Swift for TensorFlow

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

A general-purpose probabilistic programming system with programmable inference

High-performance automatic differentiation of LLVM and MLIR.

Swift for TensorFlow Deep Learning Library

torchbearer: A model fitting library for PyTorch

🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types

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

⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex

[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?

Experimental tensor-typed deep learning

Julia bindings for the Enzyme automatic differentiator

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

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

L1: Tensor Studio — The playground for tensors

PyNeuraLogic lets you use Python to create Differentiable Logic Programs

Code for our NeurIPS 2022 paper

Differentiable RayTracing in Julia

A common interface for quadrature and numerical integration for the SciML scientific machine learning organization