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.

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