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GitNotebooks is a web-based environment for creating, versioning, and sharing computational notebooks with Git workflows. It is aimed at data scientists and developers who want notebook collaboration tied closely to source control.
💡 Pick it for the most flexible, mature, and open-source notebook environment.
JupyterLab is the next-generation web-based user interface for Project Jupyter. It offers all the familiar building blocks of the classic Jupyter Notebook...
💡 Choose it when you want browser-based notebooks with immediately available hosted compute.
Google Colab is a free Jupyter notebook environment that runs on Google Cloud infrastructure. It offers free GPU support and easy collaboration...
💡 Pick it for real-time team collaboration and managed data-analysis workspaces.
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
Kaggle
💡 Choose it for free machine-learning notebooks, public datasets, and competition workflows.
Kaggle Notebooks is a hosted notebook environment for exploring datasets and building machine learning models. It is aimed at learners, competition participants,...
💡 Pick it when notebook work must become governed, interactive analytics applications.
Hex is a collaborative analytics workspace for data teams that combines SQL, Python, notebooks, and interactive applications. It is suited to analysts,...
Freemium, paid plans custom
JetBrains
💡 Choose it for a polished collaborative notebook workspace with strong Python and SQL support.
Datalore is a cloud-based notebook platform for Python, SQL, data analysis, and visualization. It is aimed at individuals and teams that want...
Freemium, paid plans vary
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