Welcome to CS207 final project’s documentation!

This is the base documentation for the autodiff package.

Contents:

• What is automatic differentiation?
  • Introduction
  • Background
• How to install
• How to use autodiff
• Software Organization
  • Directory structure
• Root-Finding Algorithm
• Implementation
  • External dependencies
  • Core data structures and classes
  • Methods and name attributes
• Examples
  • A root finding example
  • An optimization example
• How to edit documentation
• autodiff
  • autodiff package
• Proposed extension
  • Proposed use cases
  • Comparison to traditional methods

Indices and tables

• Index
• Module Index
• Search Page