JupyterLab: A Next-Generation Notebook Interface
JupyterLab is the latest web-based interactive development environment for notebookscodeand data. Its flexible interface allows users to configure and arrange workflows in data sciencescientific computingcomputational journalismand machine learning. A modular design invites extensions to expand and enrich functionality.
Jupyter Notebook: The Classic Notebook Interface
The Jupyter Notebook is the original web application for creating and sharing computational documents. It offers a simplestreamlineddocument-centric experience.
Language of choice
Jupyter supports over 40 programming languagesincluding PythonRJuliaand Scala.
Share notebooks
Notebooks can be shared with others using emailDropboxGitHub and the Jupyter Notebook Viewer.
Interactive output
Your code can produce richinteractive output: HTMLimagesvideosLaTeXand custom MIME types.
Big data integration
Leverage big data toolssuch as Apache Sparkfrom PythonRand Scala. Explore that same data with pandasscikit-learnggplot2and TensorFlow.
A multi-user version of the notebook designed for companiesclassrooms and research labs
Pluggable authentication
Manage users and authentication with PAMOAuth or integrate with your own directory service system.
Centralized deployment
Deploy the Jupyter Notebook to thousands of users in your organization on centralized infrastructure on- or off-site.
Container friendly
Use Docker and Kubernetes to scale your deploymentisolate user processesand simplify software installation.
Code meets data
Deploy the Notebook next to your data to provide unified software management and data access within your organization.
Voilà: Share your results
Voilà helps communicate insights by transforming notebooks into securestand-alone web applications that you can customize and share.
Currently in use at
Open Standards for Interactive Computing
Project Jupyter promotes open standards that third-party developers can leverage to build customized applications. Think HTML and CSS for interactive computing on the web.
Notebook Document Format
Jupyter Notebooks are an open document format based on JSON. They contain a complete record of the user's sessions and include codenarrative textequationsand rich output.
Interactive Computing Protocol
The Notebook communicates with computational Kernels using the Interactive Computing Protocolan open network protocol based on JSON data over ZMQand WebSockets.
The Kernel
Kernels are processes that run interactive code in a particular programming language and return output to the user. Kernels also respond to tab completion and introspection requests.