Implementing Automatic Differentiation In Pure Python

A recording of me explaining and

This short tutorial covers the basics of

In this tutorial, we will review the

Automatic Differentiation in Python and PyTorch (Serverless Machine Learning)

Lukas Heinrich introduced the concept of

Ever wanted to know how

The algorithm for

Thus, we cover classes and functions

How to

(Reverse-mode)

Deep Learning DIY by Marc Lelarge https://twitter.com/marc_lelarge - notebook: ...

Presented by: Colin Carroll The

Lecture 5 of the online course Deep Learning Systems: Algorithms and

We use derivatives extensively in science and engineering. Historically derivatives have been a challenge in computer programs.

I was introduced to the field of Scientific Machine Learning over 5 years ago and

I go over details of

https://karpathy.github.io/2026/02/12/microgpt/ The provided sources introduce microgpt, a minimal, single-file

Lecture 4 of the online course Deep Learning Systems: Algorithms and