A Package for Differentiation of C++ Algorithms
Purpose
We refer to the step by step conversion from an algorithm
that computes function values to an algorithm that computes
derivative values as Algorithmic Differentiation (AD);
often referred to as automatic differentiation.
Given a C++ algorithm that computes function values,
CppAD generates an algorithm that computes corresponding
derivative values (of arbitrary order using either
forward or reverse mode).
A brief introduction to AD can be found at
wikipedia
.
The CppAD documentation also contains an
introduction to AD
as well as the mathematical
theory for CppAD's calculations.
The web site
autodiff.org
is dedicated to research about, and promoting the use of, AD.
License
CppAD is freely available with either the
Eclipse Public License Version 1.0
, or the
GNU General Public License Version 3.0
.
Project Manager
Home page for the project manager
Bradley M. Bell
Speed Testing a C++ Operator Overloading AD Package
CppAD includes a set of speed test that can be extended to
an arbitrary C++ operator overloading AD package; see
speed test program
CppAD Links
| Wiki | Other home page |
| Whats new | Changes and additions to CppAD in reverse order by date |
| Install | Download, test, and install current version |
| Html | User documentation with math displayed by MathJax |
| Xml | User documentation with math converted to MathML |
| Download | Download source code tarballs |
| Mailing list | Announcements, questions, and feature requests |
| Browse | Browse the svn mirror of source code |
| Timeline | View recent changes to svn mirror of source code |
| doxydoc | Developer Doxygen documentation |
| jenkins | Automated Test Results |
| github | Repository where development takes place; report bugs under issues |
COIN-OR Links
| Installing Projects | General help for installing COIN-OR projects |
| Night Builds | How the nightly build of the download tarballs works |