Algorithmic Differentiation

What is Automatic Differentiation?

Algorithmic Differentiation: Backward mode (DS4DS 3.15)

Data Science for Dynamical Systems (DS4DS)

Why is adjoint algorithmic differentiation mystified? Uwe Naumann, Aachen University, explains

Intuition behind reverse mode algorithmic differentiation (AD)

Lecture 4 - Automatic Differentiation

Deep Learning Systems Course

What Automatic Differentiation Is — Topic 62 of Machine Learning Foundations

Automatic Differentiation in 10 minutes with Julia

The Julia Programming Language

Numerical Methods Video

L6.2 Understanding Automatic Differentiation via Computation Graphs

Sebastian Raschka

High-level view of AD (algorithmic differentiation)

Tutorial on Automatic Differentiation

CppCon 2015: Matt P. Dziubinski "Algorithmic Differentiation: C++ & Extremum Estimation"

Automatic Differentiation Explained with Example

Talk: Colin Carroll - Getting started with automatic differentiation

Algorithmic Differentiation 1

Basic Automatic Differentiation Theory

Automatic Differentiation Engine from scratch