jupyter

Jupyter Projects

Project Jupyter is developed as a set of subprojects. This section describes the subprojects with links to their documentation or GitHub repositories.

Jupyter User Interfaces

The Jupyter user interfaces offer a foundation of interactive computing environments where scientific computing, data science, and analytics can be performed using a wide range of programming languages.

Jupyter Notebook

Web-based application for authoring documents that combine live-code with narrative text, equations and visualizations. Documentation | Repo

Jupyter Console

Terminal based console for interactive computing. Documentation | Repo

Jupyter QtConsole

Qt application for interactive computing with rich output. Documentation | Repo

Kernels

Kernels are programming language specific processes that run independently and interact with the Jupyter Applications and their user interfaces. IPython is the reference Jupyter kernel, providing a powerful environment for interactive computing in Python.

IPython

interactive computing in Python. Documentation | Repo

ipywidgets

interactive widgets for Python in the Jupyter Notebook. Documentation | Repo

ipyparallel

lightweight parallel computing in Python offering seamless notebook integration. Documentation | Repo

See also

Jupyter kernels

A full list of kernels available for other languages. Many of these kernels are developed by third parties and may or may not be stable.

Formatting and Conversion

Notebooks are rich interactive documents that combine live code, narrative text (using markdown), visualizations, and other rich media. The following utility subprojects allow programmatic format conversion and manipulation of notebook documents.

nbconvert

Convert dynamic notebooks to static formats such as HTML, Markdown, LaTeX/PDF, and reStrucuredText. Documentation | Repo

nbformat

Work with notebook documents programmatically. Documentation | Repo

Education

Jupyter Notebooks offer exciting and creative possibilities in education. The following subprojects are focused on supporting the use of Jupyter Notebook in a variety of educational settings.

nbgrader

tools for managing, grading, and reporting of notebook based assignments. Documentation | Repo

Deployment

To serve a variety of users and use cases, these subprojects are being developed to support notebook deployment in various contexts, including multiuser capabilities and secure, scalable cloud deployments.

jupyterhub

Multi-user notebook for organizations with pluggable authentication and scalability. Documentation | Repo

jupyter-drive

Store notebooks on Google Drive. Documentation | Repo

nbviewer

Share notebooks as static HTML on the web. Documentation | Repo

tmpnb

Create temporary, transient notebooks in the cloud. Documentation | Repo

tmpnb-deploy

Deployment tools for tmpnb. Documentation | Repo

dockerspawner

Deploy notebooks for ‘jupyterhub’ inside Docker containers. Documentation | Repo

docker-stacks

Stacks of Jupyter applications and kernels as Docker containers. Documentation | Repo

Architecture

The Jupyter architecture relies on these projects’ specifications and implementation.

jupyter_client

The specification of the Jupyter message protocol and a client library in Python. Documentation | Repo

jupyter_core

Core functionality and miscellaneous utilities. Documentation | Repo