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

The fastai book, published as Jupyter Notebooks

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Solve puzzles. Learn CUDA.

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

CoreNet: A library for training deep neural networks

Flax is a neural network library for JAX that is designed for flexibility.

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Jupyter notebooks for the Natural Language Processing with Transformers book

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

Materials for the Hugging Face Diffusion Models Course

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

An ongoing list of pandas quirks

All of the code for my Medium articles

RLlib tutorials

Teaching / learning material for Deep Learning created in the context of the DiffPro-ML project.

An A3C implementation to ace the Breakout game by Atari