Top 7 C++ automatic-differentiation Projects

autodiff

7 1,532 7.5 C++

automatic differentiation made easier for C++

Project mention: The Elements of Differentiable Programming | news.ycombinator.com | 2024-03-22

pinocchio

9 1,479 9.1 C++

A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives

Project mention: Good examples of C++ source code for math oriented software development? | /r/cpp_questions | 2023-06-17

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
control-toolbox

1 1,294 0.0 C++

The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control
FastAD

1 92 2.5 C++

FastAD is a C++ implementation of automatic differentiation both forward and reverse mode.
Mission : Impossible (AutoDiff)

0 20 0.0 C++

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

1 10 5.3 C++

Reference implementation for "Temporal Set Inversion for Animated Implicits" (SIGGRAPH 2023)

Project mention: How do you break into the graphics engineering industry? | /r/GraphicsProgramming | 2023-06-07

This project uses some state-of-the-art techniques: https://github.com/cryvosh/TemporalSetInversion

sadET

1 1 6.6 C++

Simple Automatic Differentiation (using) Expression Templates
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).