Starred repositories
78
stars
written in Jupyter Notebook
Clear filter
21 Lessons, Get Started Building with Generative AI
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
A latent text-to-image diffusion model
Python Data Science Handbook: full text in Jupyter Notebooks
The fastai book, published as Jupyter Notebooks
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
Neural Networks: Zero to Hero
Examples and guides for using the Gemini API
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
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.
Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely
Understanding Deep Learning - Simon J.D. Prince
this repository accompanies the book "Grokking Deep Learning"
Flax is a neural network library for JAX that is designed for flexibility.
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
Code Repository for Machine Learning with PyTorch and Scikit-Learn
A collection of guides and examples for the Gemma open models from Google.
Jupyter notebooks and other resources for Think Python by Allen Downey, published by O'Reilly Media.
Code for the Make Your Own Neural Network book
📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.
The /llms.txt file, helping language models use your website
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, B…
Hackers' Guide to Language Models
Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes
Python class that generates pixel art from images
Various ipython notebooks