Shell Notebook is an interactive notebook environment for writing and running shell commands alongside explanatory text and results. It is aimed at developers, system administrators, and educators who want reproducible command-line workflows.
💡 Pick it for a mature, extensible notebook with terminal access and support for many programming languages.
JupyterLab is the next-generation web-based user interface for Project Jupyter. It offers all the familiar building blocks of the classic Jupyter Notebook...
💡 Pick it when you want a hosted notebook with easy sharing, Google integration, and optional GPU access.
Google Colab is a free Jupyter notebook environment that runs on Google Cloud infrastructure. It offers free GPU support and easy collaboration...
Marimo
💡 Pick it for reproducible, Git-friendly notebooks that turn Python analyses into interactive applications.
Marimo is a reactive Python notebook designed for reproducible analysis, applications, and automation. Its notebooks are stored as executable Python files, with...
Free and open source; hosted plans available
💡 Pick it when interactive JavaScript visualizations and publishing matter more than shell automation.
Observable is a platform for live coding and data visualization in the browser. It allows users to create and share interactive notebooks...
Free with paid plans for additional features
💡 Pick it for team collaboration, managed compute, and integrated data workflows.
Deepnote is a collaborative data science notebook with real-time collaboration, interactive visualizations, and easy publishing.
Free tier available, paid plans start at $9 per user per month
💡 Pick it for self-hosted notebooks that combine shell commands with SQL and big-data interpreters.
Apache Zeppelin is a web-based notebook that supports data ingestion, exploration, and visualization.
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