marimo

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  <img src="https://raw.githubusercontent.com/marimo-team/marimo/main/docs/_static/marimo-logotype-thick.svg">
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  <em>A reactive Python notebook that's reproducible, git-friendly, and deployable as scripts or apps.</em>
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  <a href="https://docs.marimo.io" target="_blank"><strong>Docs</strong></a> ·
  <a href="https://marimo.io/discord?ref=readme" target="_blank"><strong>Discord</strong></a> ·
  <a href="https://docs.marimo.io/examples/" target="_blank"><strong>Examples</strong></a> ·
  <a href="https://marimo.io/gallery/" target="_blank"><strong>Gallery</strong></a> ·
  <a href="https://www.youtube.com/@marimo-team/" target="_blank"><strong>YouTube</strong></a>
</p>

<p align="center">
  <b>English</b>
  <b> | </b>
  <a href="https://github.com/marimo-team/marimo/blob/main/README_Traditional_Chinese.md" target="_blank"><b>繁體中文</b></a>
  <b> | </b>
  <a href="https://github.com/marimo-team/marimo/blob/main/README_Chinese.md" target="_blank"><b>简体中文</b></a>
  <b> | </b>
  <a href="https://github.com/marimo-team/marimo/blob/main/README_Japanese.md" target="_blank"><b>日本語</b></a>
  <b> | </b>
  <a href="https://github.com/marimo-team/marimo/blob/main/README_Spanish.md" target="_blank"><b>Español</b></a>
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<p align="center">
  <a href="https://pypi.org/project/marimo/"><img src="https://img.shields.io/pypi/v/marimo?color=%2334D058&label=pypi"/></a>
  <a href="https://anaconda.org/conda-forge/marimo"><img src="https://img.shields.io/conda/vn/conda-forge/marimo.svg"/></a>
  <a href="https://marimo.io/discord?ref=readme"><img src="https://shields.io/discord/1059888774789730424" alt="discord"/></a>
  <img alt="Pepy Total Downloads" src="https://img.shields.io/pepy/dt/marimo?label=pypi%20%7C%20downloads"/>
  <img alt="Conda Downloads" src="https://img.shields.io/conda/d/conda-forge/marimo"/>
  <a href="https://github.com/marimo-team/marimo/blob/main/LICENSE"><img src="https://img.shields.io/pypi/l/marimo"/></a>
</p>

**marimo** is a reactive Python notebook: run a cell or interact with a UI
element, and marimo automatically runs dependent cells (or <a href="#expensive-notebooks">marks them as stale</a>), 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**.

- 🚀 **batteries-included:** replaces `jupyter`, `streamlit`, `jupytext`, `ipywidgets`, `papermill`, and more
- ⚡️ **reactive**: run a cell, and marimo reactively [runs all dependent cells](https://docs.marimo.io/guides/reactivity.html) or <a href="#expensive-notebooks">marks them as stale</a>
- 🖐️ **interactive:** [bind sliders, tables, plots, and more](https://docs.marimo.io/guides/interactivity.html) to Python — no callbacks required
- 🐍 **git-friendly:** stored as `.py` files
- 🛢️ **designed for data**: query dataframes, databases, warehouses, or lakehouses [with SQL](https://docs.marimo.io/guides/working_with