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.NET .net 3d AI AI Agents AI Singapore AIChat ASR Agent Development Agent Framework Agents Android Annotation Apache Kafka AutoGPT AutoGen Automation Azure Blockchain Bot Detection Browser Detection ByteDance C CLI CNCF CRDT CUDA CVAT Canvas Chains Chrome DevTools Claude Client Hints Cloud Native Cloudflare Collaboration Computer Vision Containers Coze Studio Cross-Platform Data Streaming Dataset Decentralized Storage Deep Learning Desktop Automation DevOps Device Detection Diagramming Distributed Inference Django Docker EAS Build Event Streaming Expo FFmpeg FastAPI GPU GUI Gemini Go Gradio Hermes IOPaint IPFS Image Annotation Image Inpainting Inference Infinite Canvas JavaScript Kafka Operator KrillinAI Kubernetes LLM LangChain LangGraph MCP Machine Learning Messaging Metro Microservices Microsoft Mobile Development Model Serving Multi-Agent Multiplayer Next.js No-Code Node.js OCR Ollama OpenAI OpenAI API OpenVINO Orchestration PHP PagedAttention Poetry PostgreSQL PyQt5 PyTorch Python Quantization RAG REPL RPA RabbitMQ RainbowKit React React Native Real-time Redis Rust SDK Scaling Shadcn/ui Shell Assistant Sikuli Smart Contracts Speech Recognition Stable Diffusion Strimzi Supabase SvelteKit TTS TagUI Tailwind CSS Tauri The Graph Translation TypeScript UAParser.js User-Agent Vector Database Vercel AI SDK Video Annotation Video Subtitles Video Translation VideoCaptioner Voice Cloning Web Automation Web3 WebGL WebRTC WebSocket Whisper Whiteboard Workflows Yjs Zod admin agent agents ai ai-agents ai-tools alerting algorithms analytics android animation anthropic api api-testing apm app-router ar astro audio auth automation aws azure baas backend blocks brave-search browser build-system bun c#c-interoperability cache caching calendar cao cargo cdp celery chinese-nlp chromium claude claude-code cli clickhouse cloud cloud-init cloud-native cloudflare cloudflare-workers cms cnCF cncf cockroachdb code-analysis coding coding-assistants compilation compiler component-testing composio computer-use computer-vision configuration-management containers context-optimization crates-io creative-tools cross-browser cross-compilation csharp css cuda curated-list cursor customization cybersecurity dag dashboards data-engineering data-pipelines data-platform data-science data-store data-transformation database databricks datasets dbt debian debugger deep-learning deepseek deno deno-deploy dependencies deployment design-tool desktop dev-tools developer-tools development devin devops devops-tools diffusion directus distributed distributed-computing distributed-systems docker docker-compose document-processing documentation dotnet drive drizzle e2e-testing ebpf eclipse edge edge-computing education elasticsearch electron elk-stack embedded embeddings envoy esm etl evaluation f-droid fail2ban fastapi feishu filters fine-tuning firebase-alternative firecracker firefox flask fp8 frontend full-stack full-text-search gamedev gaming gcp gemini-cli gis git github gmail go golang google-workspace gpu gpu-acceleration gpu-passthrough grafana graphics graphql grpc guardrails hashicorp headless-cms hermes hopper html http http-server http2 https huggingface iOS iac image-generation image-processing in-memory inference infrastructure infrastructure-as-code instructlab interactive internal-tools istio jamstack java javascript jdbc jest jetpack-compose json jupyter k8s kiwix kotlin kratos kubernetes kvm lab-method langchain lark llama llamaindex llm load-balancer local-llm logging logs loki loralib low-code lsp lucene machine-learning manual-memory-management mariadb markdown material-design matplotlib maui mcp memory message-queue meta metrics microservices minio ml ml-operations mlops model-context-protocol moe mongodb monitoring monorepo mssql mtls multi-agent multica mysql n8n native-package-manager nested-virtualization nestjs networking neural-networks next.js nextjs nginx nlp no-code node node.js nodejs nosql notebook notes npm numpy nvidia nvme oauth observability ocr offline ollama onnx open-source open-telemetry openai openapi openclaw opencv opentelemetry oracle orchestration package-manager packet-capture paddlepaddle parallel-computing peft penetration-testing pentesting performance performance-tuning persistence personalization petstore playwright plugin-system postgres postgresql privacy productivity programming-language prometheus prompt-engineering protobuf provisioning proxmox python pytorch qdrant qemu quantization qwik r2 rag ray rdbms react react-19 real-time red-teaming redhat redis relational replit resources rest reverse-proxy rpc rtx-3090 runtime rust rust-toolchain sandbox scheduler screen-awareness sdg search security security-tools self-hosted server-components serverless service-mesh service-workers session-store shadcn shell skills sql sqlite sre ssg ssh ssl ssr stable-diffusion storage supabase survival svelte sveltekit swagger synchronous synthetic-data system-control system-prompts systems-programming tailwind task-runner tauri taxonomy telemetry tensorflow terminal terraform test-automation testing threejs time-series tldraw tls toolchain toolkit tools tracing traffic-management transformers triggers troubleshooting turbo turborepo typescript ubuntu ui-components unifi unit-testing unity unity3d vLLM vector-database vectors vercel vfio video-generation video-processing visual-editor visualization vite vitest vlan vr vscode-copilot vue wasm web web-api web-development web-framework web-server web-standards web-testing webassembly webgl webkit wifi windows wireguard wireless workflow workflow-automation workspace xrdp yaml yolov8 zig

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Homemade Machine Learning: ML algorithms from scratch in Python

Intermediate

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

python machine-learning ml jupyter notebook numpy matplotlib education algorithms neural-networks deep-learning data-science

Hugging Face Transformers: State-of-the-Art Machine Learning

Intermediate

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.

python machine-learning ai nlp pytorch tensorflow deep-learning huggingface

ComfyUI - Node-Based AI Creation Engine

Intermediate

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.

ai stable-diffusion diffusion image-generation video-generation python pytorch

Apache Airflow: Workflow orchestration platform

Intermediate

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

python workflow orchestration etl data-engineering scheduler dag data-pipelines mlops automation

Ansible: Infrastructure Automation Platform

Intermediate

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

automation infrastructure-as-code configuration-management devops python yaml devops-tools deployment

Mem0: Universal Memory Layer for AI Agents

Intermediate

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.

ai memory agents rag vector-database llm embeddings python qdrant openai personalization

Dify: Production-ready agentic workflow platform

Intermediate

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

ai llm workflow agents rag python react nextjs postgres redis celery vector-database

Hugging Face Datasets - Hub of ready-to-use ML datasets

Intermediate

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

datasets machine-learning nlp computer-vision audio python huggingface pytorch tensorflow data-science

ShellGPT - AI-powered CLI productivity tool

Intermediate

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

cli shell ai llm productivity python openai ollama

RagaAI Catalyst: Agent AI Observability and Evaluation Framework

Intermediate

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

ai llm observability evaluation tracing python agents rag guardrails red-teaming

funNLP Chinese/English NLP Toolkit and Resource Library

Intermediate

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.

nlp python chinese-nlp datasets machine-learning

MCP for Unity: AI assistant bridge for Unity Editor

Intermediate

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

unity mcp model-context-protocol ai gamedev ai-agents python c#unity3d

LangFlow: AI workflow orchestration platform

Intermediate

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

ai llm workflow langchain python react mcp agents

Composio: AI toolkit orchestration platform

Intermediate

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

ai agents toolkit mcp python typescript langchain llamaindex openai anthropic