🦜🔗 Build context-aware reasoning applications

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

Python Data Science Handbook: full text in Jupyter Notebooks

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

The fastai book, published as Jupyter Notebooks

The "Python Machine Learning (1st edition)" book code repository and info resource

《Python Cookbook》 3rd Edition Translation

Anthropic's educational courses

A course on aligning smol models.

A colab gradio web UI for running Large Language Models

Python code for YouTube videos.

Machine Learning Q and AI book

A tutorial for the Julia language inspired by the Python tutorial