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.

Contents

Runtimes/Frontends
Collaboration/Education
Visualization
Rendering/Publishing/Conversion
JupyterLab Extensions
Testing
Domain-Specific Projects
Hosted Notebook Solutions
Official Resources and Documentation
Community Resources
Articles/Guides/Tutorials
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.
ShopRunner/jupyter-notify - Cell magic for browser notification of cell completion.
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 Jupyter.
jupyter-drive - Google drive for Jupyter.
jupyter-viewer-xblock - Fetch and display part of, or an entire Jupyter Notebook in an Open edX XBlock.
jupyter-edx-grader-xblock - Auto-grade a student assignment created as a Jupyter notebook and write the score in the Open edX gradebook.
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

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.

JupyterLab Extensions

celltags - Extension to organise and execute notebooks using cell tags.
drawio - Extension that displays drawio/mxgraph diagrams.
git - Extension for git integration.
go-to-definition - Extension for navigating to the definition of a variable or function in JupyterLab.
google-drive - Extension for Google Drive integration.
jupyterlab-kyso - Extension to publish notebooks to the Kyso platform from Jupyterlab.
latex - Extension for live editing of LaTeX documents.
statusbar - Statusbar that displays various metrics/states of JupyterLab.
toc - Extension that provides a table of contents for notebooks.
variableinspector - Variable inspector extension that shows variables and their values.
voyager - Extension to view CSV and JSON data in Voyager.

Testing

ipytest - Test runner for running unit tests from within a notebook.
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

ArcGIS - Library for working with maps and geospatial data, powered by web GIS.
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.
Kyso - Data science platform to publish and share Jupyter notebooks as data blogs and web applications.
PAWS - Jupyter notebook deployment customized for interacting with Wikimedia wikis.
RMOTR Notebooks - JupyterLab-based data science environment in the cloud.

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
GitHub - Topics: jupyter, jupyter-kernels, jupyter-notebook, jupyterhub, jupyterlab, jupyterlab-extension
GitHub - Search: jupyter
Mailing Lists - Jupyter General Mailing List, Jupyter in Education Mailing List
PyPI - Framework :: Jupyter is the PyPI trove classifier for Jupyter projects.
Reddit - Subreddits: r/IPython, r/Jupyter/
Stack Overflow - Tags: jupyter, jupyter-notebook

Articles/Guides/Tutorials

Contributing

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

License

Sandy1811/awesome-jupyter

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