Python automatic differentiation class for forward mode automatic differentiation using operator overloading and reimplemented math functions. Single and partial derivatives are supported.

Supported operators: +, -, *, /, **, +=, -=, *=, /=, **=

Available functions: sin, cos, tan, asin, acos, atan, sqrt, exp, log, log10, sinh, cosh, tanh, asinh, acosh, atanh

See README file for usage examples.

Features

  • Forward-mode automatic differentiation
  • Single or partial derivatives automatically computed
  • Works with Python 2 and Python 3

Project Activity

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Categories

Mathematics

License

Creative Commons Attribution License

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Additional Project Details

Intended Audience

Science/Research, Engineering

Programming Language

Python

Related Categories

Python Mathematics Software

Registered

2015-11-17
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