Leeroopedia:About
Leeroopedia is a knowledge base of machine learning and data engineering practice, built and run by Leeroo. It covers more than a thousand frameworks and libraries, from training to deployment, and every page is structured so that both people and AI coding agents can find what they need quickly.
What is on Leeroopedia
Pages come in five types, each with its own namespace:
- Workflows – step-by-step procedures, such as running text-to-image inference with a library.
- Principles – the core ideas behind a technique and why it works.
- Implementations – how a specific piece of code works, at the level of modules and functions.
- Heuristics – practical rules of thumb, battle-tested defaults and debugging advice.
- Environments – setup and configuration guides.
Pages link to each other, so a Workflow leads to the Principles it rests on and to the Implementations that carry it out.
How pages are made
Leeroopedia pages are written by Kapso, Leeroo's open-source platform for autonomous AI/ML engineering. Kapso's learning pipeline reads an open-source repository and its documentation, extracts the knowledge into the five page types, cross-links the pages and runs automated validation and audit passes before they are published here. Each page names the project it was derived from and links to the source repository in its GitHub URL section.
Because the pages are generated from public source code and documentation by AI systems, they can contain mistakes or lag behind the latest release of a project. Please read the general disclaimer and tell us about errors.
Using Leeroopedia with your tools
- SuperML – a plugin that turns your AI coding agent into an expert ML engineer with agentic memory.
- Leeroopedia MCP – a Model Context Protocol server that lets agents search Leeroopedia's best practices and skills.
- Kapso – the experimentation platform that produces these pages and uses them while building AI/ML systems.
Editing and corrections
Reading is open to everyone and does not require an account. Editing is limited to the Leeroopedia team, because pages are maintained by the pipeline that produced them. To report an error, request a correction or suggest a project to cover, email founders@leeroo.com.
Relationship to the projects covered
Leeroopedia is an independent publication. It is not affiliated with, sponsored by or endorsed by the projects it documents. Project and product names are trademarks of their respective owners, and code excerpts remain under the licenses of the repositories they come from.
About Leeroo
Leeroo builds organizational superintelligence: a living model of your business, built by AI. Leeroopedia and Kapso are part of that work. Contact: founders@leeroo.com.
See also: Privacy policy · General disclaimer