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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
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 ;)
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
Anthropic's Interactive Prompt Engineering Tutorial
A guidance language for controlling large language models.
Instruct-tune LLaMA on consumer hardware
Neural Networks: Zero to Hero
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
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…
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
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…
Anthropic's educational courses
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
Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI
Practice your pandas skills!
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Python toolkit for quantitative finance
Understanding Deep Learning - Simon J.D. Prince
A series of large language models trained from scratch by developers @01-ai
Playing Pokemon Red with Reinforcement Learning
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Overview and tutorial of the LangChain Library