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

Python programs, usually short, of considerable difficulty, to perfect particular skills.

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

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

Best Practices, code samples, and documentation for Computer Vision.

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

Python code for "Probabilistic Machine learning" book by Kevin Murphy

fast.ai Courses

Notebooks for learning deep learning

Code and Slides

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT p…

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

Practical assignments of the Deep|Bayes summer school 2019

Notebook to download machine learning flashcards

PyTorch code for Neighbourhood Consensus Networks

Deep learning course CE7454, 2018

Teaching Jax from a working-example standpoint

100 days experiment