Awesome Jupyter

A curated list of awesome Jupyter projects, libraries and resources. Jupyter is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text.

Awesome Jupyter
Contributing

Runtimes/Frontends

Beaker - Development environment with seamless data transmission from one language to another.
docker-stacks - Hierarchical stacks of ready-to-run Jupyter applications in Docker.
Hydrogen - Run code inline in Atom using Jupyter kernels.
Jupyter Notebook - Main Jupyter notebook runtime.
JupyterHub - Multi-user server for Jupyter.
JupyterLab - JupyterLab is the next generation user interface for Jupyter.
kaggle/docker-python - Kaggle Python docker image that includes datasets and packages.
nteract - Native desktop notebook frontend.
Rodeo - Native Python IDE for Data Science.
Stencila - Native desktop notebook frontend.

Collaboration/Education

callgraph - Magic to display a function call graph.
IPythonBlocks - Practice Python with colored grids in Jupyer.
jupyter-drive - Google drive for Jupyter.
jupyter-viewer-xblock - Fetch and display part of, or an entire Jupyter Notebook in an Open edX XBlock.
LTI Launch JupyterHub Authenticator - Authentication via Edx.
nbautoeval - Create auto-evaluated exercises.
nbgrader - Assigning and grading of Jupyter notebooks.
nbtutor - Visualize Python code execution (line-by-line).

Visualization

Altair - Declarative visualization library for Python, based on Vega and Vega-Lite.
Bokeh - Interactive visualization library that targets modern web browsers for presentation.
bqplot - Grammar of Graphics-based interactive plotting framework for Jupyter.
IPySigma - Prototype network visualization frontend for Jupyter notebooks.
ipywidgets - UI widgets for Jupyter.
jupyterlab_voyager - Extension to view CSV and JSON data in Voyager.
mpld3 - Combining Matplotlib and D3js vor interactive data visualizations.
pyecharts - Python interface for the ECharts visualization library.
pythreejs - Python / ThreeJS bridge utilizing the Jupyter widget infrastructure.
Qgrid - Interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks.

Rendering/Publishing/Conversion

Binder - Turn a GitHub repo into a collection of interactive notebooks.
Bookbook - Bookbook converts a set of notebooks in a directory to HTML or PDF, preserving cross references within and between notebooks.
nbconvert - Convert Notebooks to other formats.
nbdime - Tools for diffing and merging of Jupyter notebooks.
nbinteract - Create interactive webpages from Jupyter notebooks.
nbflow - One-button reproducible workflows with Jupyter and Scons.
nbscan - Search for and print cells contents of Jupyter notebooks.
Nikola - Static Site Generator that converts notebooks into websites.
notedown - Convert Jupyter notebooks to markdown (and back).
Papermill - Tool for parameterizing, executing, and analyzing Jupyter notebooks.
pynb - Jupyter Notebooks as plain Python code with embedded Markdown text.
RISE - Reveal.js Jupyter/IPython Slideshow.
rst2ipynb - convert standalone reStructuredText files to Jupyter notebook file.

Testing

nbval - Py.test plugin for validating Jupyter notebooks.
sphinxcontrib-jupyter - Sphinx Extension for Generating Jupyter Notebooks.
nosebook - Nose plugin for finding and running IPython notebooks as nose tests.

Domain-Specific Projects

GenePattern Notebook - Integrating Genomic Analysis with Interactive Notebooks.
GeoNotebook - Extension for exploratory geospatial analysis.
lolviz - Data-structure visualization tool for lists of lists, lists, dictionaries.
Quantopian Notebooks - Jupyter-based platform for financial research.
vpython-jupyter - VPython 3D engine running in a Jupyter notebook.

Hosted Notebook Solutions

Anaconda Enterprise - Multi-user collaboration and one-click deployment of models, notebooks, and dashboards.
Azure Notebooks - Jupyter notebooks running in the cloud on Microsoft Azure.
CoCalc - Notebooks with 17 supported kernel types, course management, LaTeX document authoring, simultaneous document editing and integration with the SageMath computer algebra system.
DataScience.com - Platform for enterprise data science.
Domino Data Lab - Data science platform with integrated collaboration tools, environment management and compute grid.
Google Cloud Datalab - Notebook platform integrated with the Google Cloud stack.
Google Colaboratory - Cloud-based Jupyter environment aimed at machine learning education and research.
Gryd - Simple, managed, ready-to-use, cloud based Jupyter notebooks supporting multiple languages.
PAWS - Jupyter notebook deployment customized for interacting with Wikimedia wikis.

Official Resources and Documentation

JupyterLab Documentation
Jupyter kernels - List of all programming languages available as Jupyter kernels.
Making kernels for Jupyter
Try Jupyter - Try Jupyter in your browser.

Community Resources

Conference Talks - PyVideo.org, JupyterCon
jupyter-map - Map of university institutions that use Jupyter.
Gitter - Jupyter Gitter Chatroom
Mailing Lists - Jupyter General Mailing List, Jupyter in Education Mailing List
Reddit - Subreddits: r/IPython, r/Jupyter/
Stackoverflow - Tags: jupyter, jupyter-notebook

Articles/Guides/Tutorials

Exploratory computing with Python - Collection of notebooks covering scientific computing.
Gallery of Jupyter notebooks I
Gallery of Jupyter notebooks II
Install and run a Jupyter notebook in a Google Cloud Dataproc cluster
Interactive Web Plotting with Bokeh
JupyterLab - Your Personal Data Science Workbench - Talk about JupyterLab at Full Stack Quants London.
Jupyter Notebook Extensions
Jupyter Notebook Themes
Jupyter tips, tricks and shortcuts
Lectures on scientific computing with Python
pytudes - List of Jupyter Notebooks by Peter Norvig.
ResGuides: research with Jupyter
Zero to JupyterHub - Tutorial to help install and manage JupyterHub.

Contributing

Your contributions are always welcome! Please take a look at the contribution guidelines first.

chfw / awesome-jupyter