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Leeroopedia contains '''{{NUMBEROFARTICLES}}''' knowledge pages across '''{{PAGESINNAMESPACE:3000}}''' Principles, '''{{PAGESINNAMESPACE:3002}}''' Workflows, '''{{PAGESINNAMESPACE:3004}}''' Implementations, '''{{PAGESINNAMESPACE:3008}}''' Heuristics, and '''{{PAGESINNAMESPACE:3010}}''' Environments.
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<div style="font-size:0.8em; color:#666; margin-top:2px;">Workflows</div>
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<div style="font-size:0.8em; color:#666; margin-top:2px;">Principles</div>
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<div style="font-size:0.8em; color:#666; margin-top:2px;">Implementations</div>
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<div style="font-size:0.8em; color:#666; margin-top:2px;">Heuristics</div>
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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.
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 [https://github.com/Leeroo-AI/leeroopedia-mcp Leeroopedia MCP setup guide]. Let it search docs, build plans, verify code, and diagnose failures on your behalf.
'''Connect your AI coding agent.''' Plug Leeroopedia into your favorite coding agent, and let it build robust AI/ML systems autonomously:


'''Go end-to-end.''' Leeroopedia gives your agent the '''knowledge'''. [https://github.com/leeroo-ai/kapso '''Kapso'''] gives it the '''ability to act on it''': research, experiment, and deploy.
* [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 ==
== Browse by Category ==
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== Recent Pages ==
== Explore Pages ==


=== Workflows ===
=== Workflows ===
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{{#cargo_query:tables=PageInfo|fields=_pageName|where=PageType='Workflow'|order by=RAND()|limit=10|format=ul}}


=== Principles ===
=== Principles ===
{{#cargo_query:tables=PageInfo|fields=_pageName|where=PageType='Principle'|limit=10|format=ul}}
{{#cargo_query:tables=PageInfo|fields=_pageName|where=PageType='Principle'|order by=RAND()|limit=10|format=ul}}


=== Implementations ===
=== Implementations ===
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{{#cargo_query:tables=PageInfo|fields=_pageName|where=PageType='Implementation'|order by=RAND()|limit=10|format=ul}}


=== Heuristics ===
=== Heuristics ===
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{{#cargo_query:tables=PageInfo|fields=_pageName|where=PageType='Heuristic'|order by=RAND()|limit=10|format=ul}}


=== Environments ===
=== Environments ===
{{#cargo_query:tables=PageInfo|fields=_pageName|where=PageType='Environment'|limit=10|format=ul}}
{{#cargo_query:tables=PageInfo|fields=_pageName|where=PageType='Environment'|order by=RAND()|limit=10|format=ul}}

Latest revision as of 11:45, 14 March 2026

27,667
Total Pages
1,118
Workflows
7,697
Principles
16,832
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, and let it build robust AI/ML systems autonomously:

  • SuperML plugin — converts your AI coding agent into an expert ML engineer with agentic memory
  • Leeroopedia MCP — search over best-practices and skills of ML/AI
  • Kapso — experimentation platform for autonomous AI/ML software building

Browse by Category

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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