Marimo

Marimo is a modern reactive Python notebook environment used for building interactive notebooks and data applications. It enables developers, data scientists, educators, and analysts to create reproducible Python notebooks with automatic reactivity, clean execution flow, and browser-based interaction.

The solution supports interactive coding workflows, reactive execution, visualization, app-style notebook development, and export capabilities. It is ideal for data science, machine learning experimentation, analytics dashboards, educational notebooks, and Python application prototyping on Azure Virtual Machines.

Features of Marimo:

• Create reactive Python notebooks with automatic dependency tracking.
• Run notebooks directly in the browser.
• Build interactive data applications and dashboards.
• Supports markdown, charts, widgets, and Python visualization libraries.
• Export notebooks as shareable applications or HTML files.
• Easy integration with Python data science and machine learning workflows.

Usage instructions for Marimo

$ sudo su
$ cd /opt/marimo
$ source /opt/marimo/venv/bin/activate
$ marimo --version

Disclaimer: Marimo is provided “as is” under applicable open-source licenses. Users are responsible for proper configuration, dependency management, notebook security, network access control, and validation of executed Python code. This solution is suitable for interactive Python development, data analysis, machine learning workflows, and browser-based notebook applications in development, testing, and production environments.