marimo-team/marimo

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Open original source ↗

From the publisher

README & documentation

Source preview

Read the project’s overview, installation instructions and usage examples. The original README is the source of truth.

A reactive Python notebook that's reproducible, git-friendly, and deployable as scripts or apps. Docs · Discord · Examples · Gallery · YouTube English 繁體中文 简体中文 日本語 Español marimo is a reactive Python notebook: run a cell or interact with a UI element, and marimo automatically runs dependent cells (or marks them as stale), keeping code and outputs consistent. marimo notebooks are stored as pure Python (with first-class SQL support), executable as scripts, and deployable as apps. Highlights. Get started instantly with molab, our free online notebook. Or jump to the quickstart for a primer on our CLI. marimo guarantees your notebook code, outputs, and program state are consistent. This solves many problems associated with traditional notebooks like Jupyter. A reactive programming environment. Run a cell and marimo reacts by automatically running the cells that reference its variables, eliminating the error-prone task of manually re-running cells. Delete a cell and marimo…

marimo-team/marimo on GitHub A short preview, not the full document.

Read the full README ↗ · Preview checked 2026-10-27T08:27:23.384Z

Inside the original README — Document outline
  1. A reactive programming environment
  2. Quickstart
  3. Questions?
  4. Learn more
  5. Contributing
  6. Community
  7. Inspiration ✨

Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.

Links from the README

References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.

Documentation belongs to its respective authors. Reported project/model license: Apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

What this repository does

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Repository facts

Owner
marimo-team
Primary language
Python
Stars
23,391
Forks
1,367
Open issues + pull requests
634
License
Apache-2.0
Archived
No
Default branch
main
Created
2023-08-14T18:56:20.000Z
Last push
2026-11-01T06:56:06.000Z

Topics and intended use

Owner-supplied topics: artificial-intelligence, dag, data-science, data-visualization, dataflow, developer-tools, machine-learning, notebooks, pipeline, python, reactive, sql, web-app

Review the README for scope, installation, examples and limitations. We do not run repository code or certify it.

Evaluate before installing

Review licensing and dependencies, inspect recent commits and unresolved issues, and test in an isolated environment before production use. Stars and forks alone cannot answer these questions.

README and project files

Issues and maintenance discussion

Releases and changelog

Source and freshness

Source: GitHub. Metadata observed 2026-11-01T12:19:46.836Z. Daily imports are snapshots, not real-time monitoring.

Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.

Open original source

Related repositories

public-apis/public-apis

EbookFoundation/free-programming-books

donnemartin/system-design-primer

vinta/awesome-python

practical-tutorials/project-based-learning

NousResearch/hermes-agent