🦜🔗 Build context-aware reasoning applications

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

The fastai deep learning library

The fastai book, published as Jupyter Notebooks

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

this repository accompanies the book "Grokking Deep Learning"

AirLLM 70B inference with single 4GB GPU

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

LLM (Large Language Model) FineTuning

This repository contains the supplementary material associated with my book: Essential Math for AI published by O'Reilly Media

Jupyter notebook + documents from my (online) OSCon 2020 talk about Python + design patterns