Objective

Study the fundamental concepts in mathematics (optimzation, differentiation) by programming.

Topics

• Newton Method

  • Root Approximation
  • Minimization / Maximization

• Finite Differences

  • nth Order Derivative

• Symbolic Calculus

  • Differentiation
  • Integration

• Algorithmic Differentiation

  • Operator Overloading
  • Source Code Transformation (to be continued ... )
    reference link: https://github.com/nicholasbook/numpy2ad/tree/main