AD Tools for python
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6 tools found

Alphabetical List of tools

  • ad  ( python )
    Transparent, calculator-style first and second-order derivatives.

  • ADOL-C  ( C/C++,R,python )
    The package ADOL-C facilitates the evaluation of first and higher derivatives of vector functions that are defined by computer programs written in C or C++. The resulting derivative evaluation routines may be called from C/C++, Fortran, or any other language that can be linked with C. ADOL-C is distributed by the COIN-OR Foundation with the Common Public License CPL or the GNU General Public License GPL.

  • AuDi  ( C/C++,python )
    AuDI is an open source, header only, C++ library that allows for AUtomated DIfferentiation implementing a Taylor truncated polynomial algebra (aka differential algebra). Its core is also exposed as a python module called pyaudi.

  • CasADi  ( C/C++,MATLAB,python )
    CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs.

  • pyadolc  ( python )
    Python Wrapper of ADOL-C

  • pycppad  ( Interpreted,python )
    A boost ::python interface to the C++ Algorithmic Differentiation package CppAD. The pycppad package is distributed under the BSD license.


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