Algorithmic Differentiation in Python with Application Examples
Algorithmic Differentiation in Python with Application Examples
Algorithmic Differentiation in Python with Application Examples
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Summary: Software Used <strong>in</strong> this Talk:<br />
Name Description Status LOC<br />
algopy forward/reverse UTPM <strong>in</strong> <strong>Python</strong> alpha 10388<br />
www.github.com/b45ch1/algopy<br />
pysolv<strong>in</strong>d <strong>Python</strong> B<strong>in</strong>d<strong>in</strong>gs to SolvIND/DAESOL-II alpha 9743<br />
pyadolc <strong>Python</strong> B<strong>in</strong>d<strong>in</strong>gs to ADOL-C (C++) stable 6895<br />
www.github.com/b45ch1/pyadolc<br />
pycppad <strong>Python</strong> B<strong>in</strong>d<strong>in</strong>gs to CppAD (C++ ) stable 1334<br />
www.github.com/b45ch1/pycppad<br />
taylorpoly ANSI-C <strong>with</strong> <strong>Python</strong> b<strong>in</strong>d<strong>in</strong>gs alpha 9276<br />
www.github.com/b45ch1/taylorpoly<br />
easyodoe Opt. Exp. prototype alpha 8345<br />
API is fairly well documented, about 30% of the LOCs<br />
quite complete unit test and many examples (<strong>in</strong>cluded <strong>in</strong> LOCs)<br />
ready to be used!<br />
Sebastian F. Walter, Humboldt-Universität zu Berl<strong>in</strong> <strong>Algorithmic</strong> () <strong>Differentiation</strong> <strong>in</strong> <strong>Python</strong> <strong>with</strong> <strong>Application</strong> <strong>Examples</strong> Wednesday, 10.07.2010 30 / 27
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