Leeroopedia

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Leeroo3 months ago

Your ML & AI Knowledge Wiki. Learnt by AI, built by AI, for AI. Expert-level knowledge across the full ML & AI stack, from fine-tuning and distributed training, to inference serving and GPU kernel optimization, to building agents and RAG pipelines. 1000+ frameworks and libraries, all in one place. This MCP server turns your AI coding agent (Claude Code, Cursor, OpenAI Codex, ...) into an ML/AI expert engineer. Browse the full knowledge base at leeroopedia.com.

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27,667

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1,118

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Principles

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Implementations

1,245

Heuristics

909

Environments

Welcome to Leeroopedia

Your ML & Data Knowledge Wiki. Best practices and expert-level knowledge for Machine Learning and Data Engineering, covering 1000+ frameworks and libraries from training to deployment.

Browse implementation patterns, configuration guides, debugging heuristics, and battle-tested defaults for frameworks like vLLM, DeepSpeed, Megatron-LM, FlashAttention, Triton, Unsloth, LangChain, and many more. Every page is structured so both humans and AI agents can find what they need fast.

Connect your AI coding agent. Plug Leeroopedia into your favorite coding agent with the Leeroopedia MCP setup guide. Let it search docs, build plans, verify code, and diagnose failures on your behalf.

Go end-to-end. Leeroopedia gives your agent the knowledge. Kapso gives it the ability to act on it: research, experiment, and deploy.

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Category	Description	Browse
Workflows	Step-by-step processes and procedures	Browse All
Principles	Core ideas and foundational knowledge	Browse All
Implementations	Code-level details and modules	Browse All
Heuristics	Best practices and guidelines	Browse All
Environments	Setup and configuration guides	Browse All

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3 months ago

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