machine-learning

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

Extracted system prompts from Anthropic - Opus 4.7, Opus 4.6, Sonnet 4.6. OpenAI - ChatGPT 5.5 Thinking, GPT 5.5 Instant, Codex. Google Gemini - 3.5 Flash, 3.1 Pro, 3 Flash, Antigravity. xAI - Grok. Github Copilot. Perplexity, and more. Updated regularly.

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

Streamlit — A faster way to build and share data apps.

We write your reusable computer vision tools. 💜

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

A community-supported supercharged document management system: scan, index and archive all your documents

AI-Powered Photos App for the Decentralized Web 🌈💎✨

Google Research

吴恩达老师的机器学习课程个人笔记

Learn it. Build it. Ship it for others.

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

Cross-platform, customizable ML solutions for live and streaming media.

Vane is an AI-powered answering engine.

500 AI Machine learning Deep learning Computer vision NLP Projects with code

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

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