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== Welcome to {{SITENAME}} ==

'''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, and let it build robust AI/ML systems autonomously:

* [https://github.com/Leeroo-AI/superml '''SuperML plugin'''] — converts your AI coding agent into an expert ML engineer with agentic memory
* [https://github.com/Leeroo-AI/leeroopedia-mcp '''Leeroopedia MCP'''] — search over best-practices and skills of ML/AI
* [https://github.com/leeroo-ai/kapso '''Kapso'''] — experimentation platform for autonomous AI/ML software building

== Browse by Category ==

{| class="wikitable" style="width:100%"
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! Category !! Description !! Browse
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|| '''Workflows''' || Step-by-step processes and procedures || [[Special:AllPages/Workflow:|Browse All]]
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|| '''Principles''' || Core ideas and foundational knowledge || [[Special:AllPages/Principle:|Browse All]]
|-
|| '''Implementations''' || Code-level details and modules || [[Special:AllPages/Implementation:|Browse All]]
|-
|| '''Heuristics''' || Best practices and guidelines || [[Special:AllPages/Heuristic:|Browse All]]
|-
|| '''Environments''' || Setup and configuration guides || [[Special:AllPages/Environment:|Browse All]]
|}

== Explore Pages ==

=== Workflows ===
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=== Principles ===
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=== Implementations ===
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=== Heuristics ===
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=== Environments ===
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