12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Examples and guides for using the OpenAI API

🔊 Text-Prompted Generative Audio Model

The fastai book, published as Jupyter Notebooks

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

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

A guidance language for controlling large language models.

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

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

This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essen…

A course in reinforcement learning in the wild

GenAI Cookbook

Bayesian optimization in PyTorch

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Claude, Qwen3, Gemma3,…

Disaggregated serving system for Large Language Models (LLMs).

Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)

A Structured Output Framework for LLM Outputs

Improving Alignment and Robustness with Circuit Breakers

Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning

A mixture of Gen AI cookbook recipes for Gen AI applications.

GenAI & LLM usecases and applications

Code complementing our manuscript on the prediction of chemical reaction yields (https://iopscience.iop.org/article/10.1088/2632-2153/abc81d) and data augmentation strategies (https://doi.org/10.26…