Top 11 autodiff open source projects

Source-to-Source Debuggable Derivatives in Pure Python

library of C++ functions that support applications of Stan in Pharmacometrics

A operator overloading, tape-based, reverse-mode AD

NotImplementedError: VJP of gammainc wrt argnum 0 not defined

A .NET library that provides fast, accurate and automatic differentiation (computes derivative / gradient) of mathematical functions.

200行写一个自动微分工具

A lightweight deep learning framework made with ❤️

Solve ODEs fast, with support for PyMC

Automatic differentiation + optimization

A concise C++17 implementation of automatic differentiation (operator overloading)

基于Python的numpy实现的简易深度学习框架，包括自动求导、优化器、layer等的实现。