Python - 100天从新手到大师

21 Lessons, Get Started Building with Generative AI

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

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

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.

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs,…

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

12 Lessons to Get Started Building AI Agents

🔊 Text-Prompted Generative Audio Model

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

Google Research

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼

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

The fastai deep learning library

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

Python programs, usually short, of considerable difficulty, to perfect particular skills.

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…

A simple screen parsing tool towards pure vision based GUI agent

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…

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…

Learn OpenCV : C++ and Python Examples

面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

A guidance language for controlling large language models.

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

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…