Study the fundamental concepts in mathematics (optimzation, differentiation) by programming.
Topics
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Newton Method
- Root Approximation
- Minimization / Maximization
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Finite Differences
- nth Order Derivative
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Symbolic Calculus
- Differentiation
- Integration
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Algorithmic Differentiation
- Operator Overloading
- Source Code Transformation (to be continued ... )
reference link: https://github.com/nicholasbook/numpy2ad/tree/main