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

A latent text-to-image diffusion model

Examples and guides for using the OpenAI API

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

The fastai book, published as Jupyter Notebooks

This repository is primarily maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), ar…

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Instruct-tune LLaMA on consumer hardware

Anthropic's educational courses

A collection of various deep learning architectures, models, and tips

Examples and guides for using the Gemini API

llama3 implementation one matrix multiplication at a time

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Foundational Models for State-of-the-Art Speech and Text Translation

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

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

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K…

Overview and tutorial of the LangChain Library

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

Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do

Tutorials for creating and using ONNX models

IPython Parallel: Interactive Parallel Computing in Python

Doing simple retrieval from LLM models at various context lengths to measure accuracy

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

PySpark-Tutorial provides basic algorithms using PySpark

Repository for the book Grokking Machine Learning, by Manning Editors

Machine Learning Q and AI book