A Step-by-step Introduction to the Implementation of Automatic Differentiation

This page is for people who know about automatic differentiation and want to learn its implementation. We give step-by-step illustrations in documents, slides, and code.

Document and Slides

document: an easy-to-read tutorial
slides: concepts, implementations

Code

See this github page and check README for running examples.

Please contact Yu-Hsueh Fang for questions.