Lecture 5 Part 2: Forward Automatic Differentiation via Dual Numbers
Description: One simple way to automatically differentiate (AD) computer programs (in “forward mode”) is to define a new kind of number that carries both value and derivative information: dual numbers. A few lines of Julia let us build an AD system!
Instructors: Alan Edelman, Steven G. Johnson
Course Info
Instructors
Departments
As Taught In
January IAP
2023
Level
Learning Resource Types
edit_note
Editable Files
Instructor Insights
notes
Lecture Notes
theaters
Lecture Videos
assignment_turned_in
Problem Set Solutions
assignment
Problem Sets
auto_stories
Readings
