Lecture 10

Key Word(s): automatic differentiation, forward mode, computational graph, evaluation trace, primal trace, tangent trace, gradient, directional derivative, chain rule

• Lecture Slides

Topics include:

• Review of chain rule
• Evaluation trace of a function and computational graph
• Automatic differentiation (forward mode)
• Forward mode in higher dimensions