21 Lessons, Get Started Building with Generative AI

Examples and guides for using the OpenAI API

The fastai deep learning library

Anthropic's Interactive Prompt Engineering Tutorial

The fastai book, published as Jupyter Notebooks

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

A guidance language for controlling large language models.

Neural Networks: Zero to Hero

Anthropic's educational courses

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

QLoRA: Efficient Finetuning of Quantized LLMs

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

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

The fastest way to create an HTML app

Create delightful software with Jupyter Notebooks

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Solve puzzles. Improve your pytorch.

Automatic Generation of Visualizations and Infographics using Large Language Models

The repository is about 100+ python programming exercise problem discussed, explained, and solved in different ways

Jupyter notebooks and other resources for Think Python by Allen Downey, published by O'Reilly Media.

The /llms.txt file, helping language models use your website

Hackers' Guide to Language Models

Code / solutions for Mathematics for Machine Learning (MML Book)

The Hitchhiker's Guide to Data Science for Social Good

Source code for the book, Math for Programmers

A virtual lab of LLM agents for science research

Learn the language basics in this 10-part course.