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title: 'Interactive Notebooks: Marimo'
original_url: https://tds.s-anand.net/#/marimo?id=interactive-notebooks-marimo
downloaded_at: '2025-06-08T23:25:35.286078'

Interactive Notebooks: Marimo

Marimo is a new take on notebooks that solves some headaches of Jupyter. It runs cells reactively - when you change one cell, all dependent cells update automatically, just like a spreadsheet.

Marimo’s cells can’t be run out of order. This makes Marimo more reproducible and easier to debug, but requires a mental shift from the Jupyter/Colab way of working.

It also runs Python directly in the browser and is quite interactive. Browse the gallery of examples. With a wide variety of interactive widgets, It’s growing popular as an alternative to Streamlit for building data science web apps.

Common Operations:

# Create new notebook
uvx marimo new

# Run notebook server
uvx marimo edit notebook.py

# Export to HTML
uvx marimo export notebook.pyCopy to clipboardErrorCopied

Best Practices:

  1. Cell Dependencies

    • Keep cells focused and atomic
    • Use clear variable names
    • Document data flow between cells
  2. Interactive Elements

    # Add interactive widgets
    slider = mo.ui.slider(1, 100)
    # Create dynamic Markdown
    mo.md(f"{slider} {"🟢" * slider.value}")Copy to clipboardErrorCopied
    
  3. Version Control

    • Keep notebooks are Python files
    • Use Git to track changes
    • Publish on marimo.app for collaboration

"marimo: an open-source reactive notebook for Python" - Akshay Agrawal (Nbpy2024)

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HTML Slides: RevealJS](#/revealjs)