AD Tool: cmpad
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cmpad


Summary:
Compare Algorithmic Differentiation Tools

URL: https://cmpad.readthedocs.io/cmpad.html

Developers:
  • Brad Bell

Supported Language: Language independent

Features:
This package compares freely available AD tools. It compares both speed and how the user implements
the computation of derivatives. The algorithms included in the comparisons are chosen so that they
as easy to test for derivative correctness, are of a varied type, and can scale from very small to
very large problems. Currently, only C++ and Python languages are included in the comparisons. It is
easy to add a new package to the comparisons. It would be harder to add a new algorithm to the
comparisons because one would have to test for correct derivatives. It would be even more difficult
to add a new language, but the package structure is intended to handle this.

Licensing: SPDX-License-Identifier: EPL-2.0 OR GPL-2.0-or-later

Entries in our publication database that actually use cmpad in the numerical experiments:  0

The following diagram shows these entries versus the year of the publication.

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#Entries
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Year
  

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