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21 Lessons, Get Started Building with Generative AI
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Examples and guides for using the OpenAI API
12 Lessons to Get Started Building AI Agents
This is a repo with links to everything you'd ever want to learn about data engineering
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
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 ;)
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
A game theoretic approach to explain the output of any machine learning model.
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.
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
Anthropic's educational courses
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for re…
Code for Machine Learning for Algorithmic Trading, 2nd edition.
Examples and guides for using the Gemini API
FinRL®: Financial Reinforcement Learning. 🔥
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI
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.
Python toolkit for quantitative finance
The fastest way to create an HTML app
Collection of notebooks about quantitative finance, with interactive python code.
NVIDIA Isaac GR00T N1.6 - A Foundation Model for Generalist Robots.
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
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