开源项目排行榜

18 Lessons to Get Started Building AI Agents

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

📚 从零开始构建大模型

《动手学大模型Dive into LLMs》系列编程实践教程

Anthropic's Interactive Prompt Engineering Tutorial

This is a repo with links to everything you'd ever want to learn about data engineering

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

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

21 Lessons, Get Started Building with Generative AI

AirLLM 2.8T LLM inference with single 4GB GPU

🔊 Text-Prompted Generative Audio Model

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

A latent text-to-image diffusion model

Examples and guides for using the OpenAI API

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

10 Weeks, 20 Lessons, Data Science for All!

12 Weeks, 24 Lessons, AI for All!

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

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Learn how to develop, deploy and iterate on production-grade ML applications.

Google Research

Python - 100天从新手到大师

Python Data Science Handbook: full text in Jupyter Notebooks

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)