Welcome to the PyADi documentation!

PyADi performs first order automatic differentiation (AD) via source transformation for any regular Python function f. It is easy to use as there is just one function for the user to call, DiffFor(). Read our documentation on installation and basic usage for a quick start.

Please support our work through https://www.buymeacoffee.com/aiandit, if you like this project or find it useful!

Contents:

• Features
• Installation
  • Installation from GitHub
  • Installation from Source
• Basic usage
  • Demos
  • Differentiation
• Supported subset of Python
• Limitations
• Testing
  • Install prerequisites
  • Configuring python versions
  • Running tox
  • Tests layout and organization
  • Running Examples
  • Running Contests
• Contributing
• Module and function reference
  • Main module pyadi
  • Runtime rule modules
  • AST utility modules
  • Other utility modules

Indices and tables

• Index

• Module Index

• Search Page