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
Course Info
Instructors
Departments
As Taught In
January IAP
2023
Level
Topics
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
