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Python notebooks are better now
marimo: an open-source reactive notebook for Python
Marimo: Code Web Applications with Python Notebooks
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An overview of marimo
Getting Started With marimo Notebooks: Building a Starter Notebook & Examining a Sample Problem
Full Guide
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Last Updated: August 22, 2026
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