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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.

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Runtimes/Frontends
Collaboration/Education
Visualization
Tables
Rendering/Publishing/Conversion
Version Control
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.
Guild AI - Execute notebooks as experiments to capture and compare results over time.
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.
JupyterLab Desktop - A desktop application for JupyterLab, based on Electron.
JupyterWith - Nix-based framework for the definition of declarative and reproducible Jupyter environments.
kaggle/docker-python - Kaggle Python docker image that includes datasets and packages.
ML Workspace - Docker image that includes Jupyter(Lab) and various packages for data science/machine learning.
nteract - Native desktop notebook frontend.
Panel - Notebooks as static files or interactive and standalone server-/client-side (via pyodide) apps.
PaneLite - A distribution of JupyterLite that works with Panel and the HoloViz ecosystem.
Stencila - Native desktop notebook frontend.
Visual Studio Code - Native desktop notebook frontend.
voila - Notebooks as interactive standalone web applications.

Collaboration/Education

callgraph - Magic to display a function call graph.
IllumiDesk - Docker-based JupyterHub + LTI + nbgrader distribution for education.
IPythonBlocks - Practice Python with colored grids in Jupyter.
jupyter-drive - Google drive for Jupyter.
jupyter-edx-grader-xblock - Auto-grade a student assignment created as a Jupyter notebook and write the score in the Open edX gradebook.
jupyter-viewer-xblock - Fetch and display part of, or an entire Jupyter Notebook in an Open edX XBlock.
jupyterquiz - An interactive quiz generator for Jupyter notebooks and Jupyter Book.
LTI Launch JupyterHub Authenticator - Authentication via Edx.
nbautoeval - Create auto-evaluated exercises.
nbgitpuller - Sync a git repository one-way to a local path.
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.
anywidget - A Python library that simplifies creating and publishing custom Jupyter widgets.
Bokeh - Interactive visualization library that targets modern web browsers for presentation.
bqplot - Grammar of Graphics-based interactive plotting framework for Jupyter.
Evidently - Interactive reports to analyze machine learning models during validation or production monitoring.
hvplot - A familiar and high-level API for data exploration and visualization in Jupyter.
ipychart - Interactive Chart.js plots in Jupyter.
ipycytoscape - Widget for interactive graph visualization in Jupyter using cytoscape.js.
ipydagred3 - ipywidgets library for drawing directed acyclic graphs in jupyterlab using dagre-d3.
ipyleaflet - Interactive visualization library for Leaflet.js maps in Jupyter notebooks.
IPySigma - Prototype network visualization frontend for Jupyter notebooks.
ipytree - Tree UI element for Jupyter.
ipyvizzu - Animated data storytelling tool.
ipyvolume - 3D plotting for Python in Jupyter based on widgets and WebGL.
ipywebrtc - Video/Audio streaming in Jupyter.
ipywidgets - UI widgets for Jupyter.
itk-jupyter-widgets - Interactive widgets to visualize images in 2D and 3D.
jp_doodle - Infrastructure for building special purpose interactive diagrams in 2D and 3D.
jupyter-gmaps - Interactive visualization library for Google Maps in Jupyter notebooks.
jupyter-manim - Display manim (Mathematical Animation Engine) videos or GIFs in Jupyter notebooks.
lux - Recommends a set of visualizations whenever a dataframe is printed in a notebook.
mpld3 - Combining Matplotlib and D3js for interactive data visualizations.
pd-replicator - Copy a pandas DataFrame to the clipboard with one click.
Perspective - Data visualization and analytics component, especially for large/streaming datasets.
pyecharts - Python interface for the ECharts visualization library.
pythreejs - Python / ThreeJS bridge utilizing the Jupyter widget infrastructure.
tqdm - Fast, extensible progress bar for loops and iterables.
tributary - Python data streams with Jupyter support.
xleaflet - C++ Backend for ipyleaflet.
xwebrtc - C++ Backend for ipywebrtc.
xwidgets - C++ Backend for ipywidgets.

Tables

buckaroo - GUI Data Wrangling tool for Jupyter and pandas.
ipyaggrid - The power of ag-Grid in Jupyter.
ipydatagrid - Fast datagrid widget for Jupyter.
ipyregulartable - High performance, editable, stylable datagrids in Jupyter.
ipysheet - Interactive spreadsheets in Jupyter.
ITables - Pandas and Polars DataFrames rendered as interactive datatables-net tables.
Qgrid - Interactive grid for sorting, filtering, and editing DataFrames in Jupyter.

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.
ContainDS Dashboards - JupyterHub extension to host authenticated scripts or notebooks in any framework (Voilà, Streamlit, Plotly Dash etc).
Ganimede - Store, version, edit and execute notebooks in sandboxes and integrate them directly via REST interfaces.
Jupyter Book - Build publication-quality books and documents from computational material.
jupyterlab_nbconvert_nocode - NBConvert exporters for PDF/HTML export without code cells.
Jupytext - Convert and synchronize notebooks with text formats (e.g. Python or Markdown files) that work well under version control.
jut - CLI to nicely display notebooks in the terminal.
Kapitsa - CLI to search local Jupyter notebooks.
Mercury - Convert notebooks into web applications.
nbconvert - Convert notebooks to other formats.
nbdev - Develop, package and distribute Python packages to PyPI using Jupyter as a Literate Programing environment.
nbflow - One-button reproducible workflows with Jupyter and Scons.
nbinteract - Create interactive webpages from Jupyter notebooks.
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.
Ploomber - Run a collection of notebooks and scripts in a reproducible manner using a pipeline.yaml file.
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.
Voila - Rendering of live Jupyter Notebooks with interactive widgets, allowing dashboarding based on Jupyter Notebooks.

Version Control

databooks - A command-line utility that eases versioning and sharing of notebooks.
git - Extension for git integration.
jupyter-nbrequirements - Dependency management and optimization in Jupyter Notebooks.
nbdime - Tools for diffing and merging of Jupyter notebooks.
nbQA - Run any standard Python code quality tool on a Jupyter Notebook, from the command-line or via pre-commit.
Neptune - Version, manage and share notebook checkpoints in your projects.
ReviewNB - Code reviews for Jupyter Notebooks.

JupyterLab Extensions

amphi-etl - Low-code ETL extension for Jupyterlab.
celltags - Extension to organise and execute notebooks using cell tags.
code_formatter - A universal code formatter.
debugger - A visual debugger for Jupyter notebooks, consoles, and source files.
drawio - Extension that displays drawio/mxgraph diagrams.
elyra - A visual editor for creating and running notebook (or Python script) pipelines locally or remotely.
genv - Extension for managing GPU environments in JupyterLab.
go-to-definition - Extension for navigating to the definition of a variable or function in JupyterLab.
google-drive - Extension for Google Drive integration.
jupyter-ai - Work with generative AIs (wide range of models supported) as a conversational assistant in JupyterLab.
jupyter-fs - A filesystem-like content manager for multiple backends in Jupyter.
jupyter-notify - Cell magic for browser notification of cell completion.
jupyter-panel-proxy - Automatically serve notebooks as Panel data apps at the /panel endpoint of your Jupyter server.
jupyter-stack-trace - Click on the stack trace to open the respective file or a Google search.
jupyterlab-executor - Extension to execute scripts from the Jupyterlab file browser.
jupyterlab-kyso - Extension to publish notebooks to the Kyso platform from Jupyterlab.
jupyterlab-notifications - Customizable notebook cell completion browser notifications for JupyterLab.
jupyterlab-tensorboard-pro - TensorBoard support for JupyterLab.
jupyterlab_autoversion - Automatically version notebooks in JupyterLab.
jupyterlab_commands - Add arbitrary python commands to the JupyterLab command palette.
jupyterlab_email - Email notebooks and their content from within JupyterLab.
jupyterlab_iframe - View HTML as an embedded iframe in JupyterLab.
jupyterlab_miami_nights - Combination of VS Code's SynthWave '84 and JupyterLab's Neon Night themes.
jupyterlab_templates - Notebook templates in JupyterLab.
latex - Extension for live editing of LaTeX documents.
lineapy - Extension for transforming messy Jupyter notebooks to production-ready pipelines with two lines of code.
lsp - IDE-like features (code navigation, hover suggestions, linters, diagnostics, kernel-less autocompletion etc.)
nb_black - Extension to keep Python code automatically formatted using black.
python-bytecode - Explore CPython Bytecode in JupyterLab.
quickopen - Quickly open a file in JupyterLab by typing part of its name.
shortcutui - An extension for managing keyboard shortcuts.
sidecar - A sidecar output widget for JupyterLab.
sql - SQL GUI for JupyterLab.
stickyland - Break the linear presentation of notebooks with sticky cells.
system-monitor - Extension to display system metrics.
tabnine - Tabnine AI auto completer extension.
theme-darcula - A handsome Darcula theme for Jupyterlab.
toc - Extension that provides a table of contents for notebooks.
topbar - Top Bar extension for JupyterLab.
variableinspector - Variable inspector extension that shows variables and their values.
vim - Vim notebook cell bindings.
voyager - Extension to view CSV and JSON data in Voyager.

Testing

ipytest - Test runner for running unit tests from within a notebook.
nbcelltests - Cell-by-cell testing for notebooks in Jupyter.
nbval - Py.test plugin for validating Jupyter notebooks.
nosebook - Nose plugin for finding and running IPython notebooks as nose tests.
sphinxcontrib-jupyter - Sphinx extension for generating Jupyter notebooks.
treebeard - GitHub Action for testing/scheduling Jupyter notebooks.
treon - Easy-to-use test framework for Jupyter Notebooks.

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.
Jupylet - Create 2D and 3D games, graphics, live music and sound interactively in a Jupyter notebook.
keplergl - Jupyter extension for visual exploration of large-scale geolocation data sets.
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.
xontrib-jupyter - Jupyter kernel for xonsh, a Python-powered, cross-platform, Unix-gazing shell language.

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.
DataBlogs - DataBlogs is an open-source data journalism platform that converts Jupyter notebooks into published articles on the web.
DataCamp Workspace - Jupyter-backed data science notebooks with built-in collaboration and publishing functionality.
Deepnote - Jupyter-compatible data science notebook with real-time collaboration, versioning and easy deployment.
Domino Data Lab - Data science platform with integrated collaboration tools, environment management and compute grid.
Google Cloud AI Platform Notebooks - Managed JupyterLab notebook instances configured with GPU-enabled machine learning frameworks on Google Cloud Platform.
Google Cloud Dataproc Jupyter component - Jupyter and JupyterLab for Apache Spark using Google Cloud Dataproc.
Google Colaboratory - Cloud-based Jupyter environment aimed at machine learning education and research.
Kyso - Data science platform to publish and share Jupyter notebooks as data blogs and web applications.
Mineo.app - Data Ops platform with Jupyter-compatible notebooks, no code blocks, and support for creating dashboards.
Naas - JupyterLab environment with magic scheduling/notification functionality and assets/dependency/secrets management.
Noteable - Noteable is a collaborative notebook to combine code (SQL, Python & R) and interactive visualizations.
Paperspace Gradient - A Jupyter-backed data science IDE with accelerated hardware (GPUs) and MLOps functionality.
PAWS - Jupyter notebook deployment customized for interacting with Wikimedia wikis.
Pinggy - Create a tunnel to your Jupyter instance even if it is behind a firewall or NAT.
qBraid Lab - JupyterLab deployment providing curated software tools and integrations for quantum computing.
Saturn Cloud - Move your data science team into the cloud without having to switch tools.

Official Resources and Documentation

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

Community Resources

Conference Talks - PyVideo.org, JupyterCon
GitHub - Search: jupyter
GitHub - Topics: jupyter, jupyter-kernels, jupyter-notebook, jupyterhub, jupyterlab, jupyterlab-extension
Gitter - Jupyter Gitter Chatroom
jupyter-map - Map of university institutions that use Jupyter.
kandi Kits Topic - Discover popular Jupyter libraries, top authors, trending project kits, discussions, tutorials & learning resources.
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

Exploratory computing with Python - Collection of notebooks covering scientific computing.
How to Grow Neat Software Architecture out of Jupyter Notebooks - Article and video about growing a neat software architecture from notebooks.
Install and run a Jupyter notebook in a Google Cloud Dataproc cluster
Interactive Web Plotting with Bokeh
Jupyter Notebook Extensions
Jupyter Notebook Themes
Jupyter tips, tricks and shortcuts
JupyterLab - Your Personal Data Science Workbench - Talk about JupyterLab at Full Stack Quants London.
Lectures on scientific computing with Python
List of Jupyter notebooks
List of Jupyter notebooks II
pytudes - List of Jupyter Notebooks by Peter Norvig.
ResGuides: research with Jupyter
Sharing Jupyter Notebooks from localhost - Sharing Jupyter Notebooks from localhost.
The Littlest JupyterHub - JupyterHub distribution for 1-50 users on a single server; more lightweight than the Zero to JupyterHub setup.
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.

License

markusschanta/awesome-jupyter

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