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Python implementations of popular machine learning algorithms from scratch with interactive Jupyter notebooks and mathematical explanations. Learn the fundamentals by building ML algorithms yourself.

Get started with Hugging Face Transformers, the leading library for state-of-the-art machine learning models in PyTorch, TensorFlow, and JAX. Learn installation, configuration, and practical use cases for NLP, vision, audio, and multimodal tasks.

ComfyUI is a modular node-based GUI for Stable Diffusion and other AI models, providing complete control over image, video, audio, and 3D generation workflows.

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

Platform to programmatically author, schedule, and monitor workflows. Build complex data pipelines, ETL/ELT processes, and machine learning workflows with Python code.

Simple IT automation platform that automates software provisioning, configuration management, and application deployment. Agentless architecture with idempotent, declarative YAML playbooks.

Deploy RAGFlow, a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs.

Open-source intelligent memory layer that gives AI agents persistent, personalized memory capabilities with multi-level context retention, semantic retrieval, and support for 20+ vector databases.

Build, deploy, and manage AI-powered agents and workflows with visual interface, RAG pipeline, comprehensive model support, and LLMOps capabilities.

The largest hub of ready-to-use datasets for machine learning models with over 100,000 datasets for NLP, computer vision, audio, and more.

A lightweight, offline-capable AI tool for automatic ID photo generation with portrait matting, background replacement, and layout photo creation.

A command-line productivity tool powered by AI LLMs for shell commands, code generation, and documentation.

Comprehensive platform for LLM project management, evaluation, tracing, and monitoring with support for agents, RAG applications, and multi-model AI systems.

Enable AI agents to autonomously execute 150+ cybersecurity tools for penetration testing, vulnerability discovery, and security research via Model Context Protocol.

Set up and use fighting41love/funNLP - a comprehensive collection of 80,000+ starred Chinese NLP resources including sensitive word detection, language detection, datasets, and tools.

Open-source infrastructure for running AI-generated code in secure isolated cloud sandboxes, enabling safe execution of LLM outputs for enterprise-grade AI agents.

Comprehensive curated list documenting tools, projects, and resources built with the LangChain framework for building LLM-powered applications.

AI-based tool for removing hardcoded subtitles and text watermarks from videos and images using advanced inpainting models. Local processing without third-party APIs.

Bridge that connects AI assistants like Claude, Cursor, and VSCode to Unity Editor via Model Context Protocol for AI-driven game development.

Build and deploy AI-powered agents and workflows with visual interface, MCP server support, and API deployment.

Power 1000+ toolkits, tool search, context management, authentication, and sandboxed workbench for building AI agents that turn intent into action.