Lecture 10
Key Word(s): automatic differentiation, forward mode, computational graph, evaluation trace, primal trace, tangent trace, gradient, directional derivative, chain rule
Topics include:
- Review of chain rule
- Evaluation trace of a function and computational graph
- Automatic differentiation (forward mode)
- Forward mode in higher dimensions