Top 3 C++ Derivative Projects

casadi

4 1,553 9.3 C++

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.

Project mention: pyomo VS casadi - a user suggested alternative | libhunt.com/r/pyomo | 2023-09-05

Interface for several solvers and integrators.

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

InfluxDB

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FastAD

1 92 2.5 C++

FastAD is a C++ implementation of automatic differentiation both forward and reverse mode.

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).