Awesome Jupyter Overview

A curated list of awesome Jupyter projects, libraries and resources

🏠 Home · 🔥 Feed · 📮 Subscribe · ❤️ Sponsor · 😺 markusschanta/awesome-jupyter · ⭐ 3.7K · 🏷️ Miscellaneous

[ Daily / Weekly / Overview ]

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 is proudly supported by our sponsor:}



Deepnote is a collaborative data science notebook built for teams.

_{Explore data with Python & SQL from your browser. Add context with data visualizations and rich text editing. Share your work by simply sending a link. Check it out on the Deepnote free plan.}

Contents

• 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 (⭐7.7k) - Hierarchical stacks of ready-to-run Jupyter applications in Docker.
• Guild AI - Execute notebooks as experiments to capture and compare results over time.
• Hydrogen (⭐3.9k) - Run code inline in Atom using Jupyter kernels.
• Jupyter Notebook (⭐11k) - Main Jupyter notebook runtime.
• JupyterHub (⭐7.5k) - Multi-user server for Jupyter.
• JupyterLab (⭐14k) - JupyterLab is the next generation user interface for Jupyter.
• JupyterLab Desktop (⭐3.3k) - A desktop application for JupyterLab, based on Electron.
• JupyterWith (⭐580) - Nix-based framework for the definition of declarative and reproducible Jupyter environments.
• kaggle/docker-python (⭐2.3k) - Kaggle Python docker image that includes datasets and packages.
• ML Workspace (⭐3.3k) - Docker image that includes Jupyter(Lab) and various packages for data science/machine learning.
• nteract (⭐6.1k) - Native desktop notebook frontend.
• Panel (⭐3.9k) - 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 (⭐758) - Native desktop notebook frontend.
• Visual Studio Code - Native desktop notebook frontend.
• voila (⭐5.1k) - Notebooks as interactive standalone web applications.

Collaboration/Education

• callgraph (⭐70) - Magic to display a function call graph.
• IllumiDesk (⭐41) - Docker-based JupyterHub + LTI + nbgrader distribution for education.
• IPythonBlocks (⭐155) - Practice Python with colored grids in Jupyter.
• jupyter-drive (⭐417) - Google drive for Jupyter.
• jupyter-edx-grader-xblock (⭐43) - Auto-grade a student assignment created as a Jupyter notebook and write the score in the Open edX gradebook.
• jupyter-viewer-xblock (⭐29) - Fetch and display part of, or an entire Jupyter Notebook in an Open edX XBlock.
• LTI Launch JupyterHub Authenticator (⭐62) - Authentication via Edx.
• nbautoeval (⭐19) - Create auto-evaluated exercises.
• nbgitpuller (⭐200) - Sync a git repository one-way to a local path.
• nbgrader (⭐1.2k) - Assigning and grading of Jupyter notebooks.
• nbtutor (⭐449) - Visualize Python code execution (line-by-line).

Visualization

• Altair (⭐8.7k) - Declarative visualization library for Python, based on Vega and Vega-Lite (⭐4.4k).
• anywidget - A Python library that simplifies creating and publishing custom Jupyter widgets.
• Bokeh - Interactive visualization library that targets modern web browsers for presentation.
• bqplot (⭐3.5k) - Grammar of Graphics-based interactive plotting framework for Jupyter.
• Evidently (⭐4.4k) - 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 (⭐95) - Interactive Chart.js plots in Jupyter.
• ipycytoscape (⭐257) - Widget for interactive graph visualization in Jupyter using cytoscape.js.
• ipydagred3 (⭐67) - ipywidgets (⭐3k) library for drawing directed acyclic graphs in jupyterlab using dagre-d3.
• ipyleaflet (⭐1.4k) - Interactive visualization library for Leaflet.js maps in Jupyter notebooks.
• IPySigma (⭐16) - Prototype network visualization frontend for Jupyter notebooks.
• ipytree (⭐124) - Tree UI element for Jupyter.
• ipyvizzu (⭐908) - Animated data storytelling tool.
• ipyvolume (⭐1.9k) - 3D plotting for Python in Jupyter based on widgets and WebGL.
• ipywebrtc (⭐230) - Video/Audio streaming in Jupyter.
• ipywidgets (⭐3k) - UI widgets for Jupyter.
• itk-jupyter-widgets (⭐569) - Interactive widgets to visualize images in 2D and 3D.
• jp_doodle (⭐52) - Infrastructure for building special purpose interactive diagrams in 2D and 3D.
• jupyter-gmaps (⭐761) - Interactive visualization library for Google Maps in Jupyter notebooks.
• jupyter-manim (⭐190) - Display manim (⭐57k) (Mathematical Animation Engine) videos or GIFs in Jupyter notebooks.
• lux (⭐4.9k) - Recommends a set of visualizations whenever a dataframe is printed in a notebook.
• mpld3 - Combining Matplotlib and D3js for interactive data visualizations.
• pd-replicator (⭐11) - Copy a pandas DataFrame to the clipboard with one click.
• Perspective (⭐7.3k) - Data visualization and analytics component, especially for large/streaming datasets.
• pyecharts (⭐14k) - Python interface for the ECharts (⭐58k) visualization library.
• pythreejs (⭐919) - Python / ThreeJS bridge utilizing the Jupyter widget infrastructure.
• tqdm (⭐27k) - Fast, extensible progress bar for loops and iterables.
• tributary (⭐19) - Python data streams with Jupyter support.
• xleaflet (⭐83) - C++ Backend for ipyleaflet.
• xwebrtc (⭐14) - C++ Backend for ipywebrtc.
• xwidgets (⭐135) - C++ Backend for ipywidgets.

Tables

• buckaroo (⭐96) - GUI Data Wrangling tool for Jupyter and pandas.
• ipyaggrid (⭐49) - The power of ag-Grid in Jupyter.
• ipydatagrid (⭐483) - Fast datagrid widget for Jupyter.
• ipyregulartable (⭐97) - High performance, editable, stylable datagrids in Jupyter.
• ipysheet (⭐534) - Interactive spreadsheets in Jupyter.
• ITables (⭐569) - Pandas and Polars DataFrames rendered as interactive datatables-net tables.
• Qgrid (⭐3k) - 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 (⭐97) - Bookbook converts a set of notebooks in a directory to HTML or PDF, preserving cross references within and between notebooks.
• ContainDS Dashboards (⭐195) - JupyterHub extension to host authenticated scripts or notebooks in any framework (Voilà, Streamlit, Plotly Dash etc).
• Ganimede (⭐5) - Store, version, edit and execute notebooks in sandboxes and integrate them directly via REST interfaces.
• Jupyter Book (⭐3.6k) - Build publication-quality books and documents from computational material.
• jupyterlab_nbconvert_nocode (⭐17) - NBConvert exporters for PDF/HTML export without code cells.
• Jupytext (⭐6.4k) - Convert and synchronize notebooks with text formats (e.g. Python or Markdown files) that work well under version control.
• jut (⭐175) - CLI to nicely display notebooks in the terminal.
• Kapitsa (⭐11) - CLI to search local Jupyter notebooks.
• Mercury (⭐3.7k) - Convert notebooks into web applications.
• nbconvert - Convert notebooks to other formats.
• nbdev (⭐4.7k) - Develop, package and distribute Python packages to PyPI using Jupyter as a Literate Programing environment.
• nbflow (⭐157) - One-button reproducible workflows with Jupyter and Scons.
• nbinteract - Create interactive webpages from Jupyter notebooks.
• nbscan (⭐24) - Search for and print cells contents of Jupyter notebooks.
• Nikola - Static Site Generator that converts notebooks into websites.
• notedown (⭐853) - Convert Jupyter notebooks to markdown (and back).
• Papermill (⭐5.6k) - Tool for parameterizing, executing, and analyzing Jupyter notebooks.
• Ploomber (⭐3.3k) - Run a collection of notebooks and scripts in a reproducible manner using a pipeline.yaml file.
• pynb (⭐245) - Jupyter Notebooks as plain Python code with embedded Markdown text.
• RISE (⭐3.6k) - Reveal.js Jupyter/IPython Slideshow.
• rst2ipynb (⭐17) - Convert standalone reStructuredText files to Jupyter notebook file.
• Voila (⭐5.1k) - Rendering of live Jupyter Notebooks with interactive widgets, allowing dashboarding based on Jupyter Notebooks.

Version Control

• databooks (⭐102) - A command-line utility that eases versioning and sharing of notebooks.
• git (⭐1.4k) - Extension for git integration.
• jupyter-nbrequirements (⭐17) - Dependency management and optimization in Jupyter Notebooks.
• nbdime (⭐2.6k) - Tools for diffing and merging of Jupyter notebooks.
• nbQA (⭐944) - 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

• celltags (⭐111) - Extension to organise and execute notebooks using cell tags.
• code_formatter (⭐789) - A universal code formatter.
• debugger (⭐560) - A visual debugger for Jupyter notebooks, consoles, and source files.
• drawio (⭐587) - Extension that displays drawio/mxgraph diagrams.
• elyra (⭐1.7k) - A visual editor for creating and running notebook (or Python script) pipelines locally or remotely.
• genv (⭐18) - Extension for managing GPU environments in JupyterLab.
• go-to-definition (⭐224) - Extension for navigating to the definition of a variable or function in JupyterLab.
• google-drive (⭐398) - Extension for Google Drive integration.
• jupyter-ai (⭐2.7k) - Work with generative AIs (wide range of models supported) as a conversational assistant in JupyterLab.
• jupyter-fs (⭐175) - A filesystem-like content manager for multiple backends in Jupyter.
• jupyter-notify (⭐578) - Cell magic for browser notification of cell completion.
• jupyter-panel-proxy (⭐11) - Automatically serve notebooks as Panel data apps at the /panel endpoint of your Jupyter server.
• jupyter-stack-trace (⭐3) - Click on the stack trace to open the respective file or a Google search.
• jupyterlab-executor (⭐13) - Extension to execute scripts from the Jupyterlab file browser.
• jupyterlab-kyso (⭐2) - Extension to publish notebooks to the Kyso platform from Jupyterlab.
• jupyterlab-notifications (⭐51) - Customizable notebook cell completion browser notifications for JupyterLab.
• jupyterlab-tensorboard-pro (⭐76) - TensorBoard support for JupyterLab.
• jupyterlab_autoversion (⭐71) - Automatically version notebooks in JupyterLab.
• jupyterlab_commands (⭐49) - Add arbitrary python commands to the JupyterLab command palette.
• jupyterlab_email (⭐52) - Email notebooks and their content from within JupyterLab.
• jupyterlab_iframe (⭐101) - View HTML as an embedded iframe in JupyterLab.
• jupyterlab_miami_nights (⭐108) - Combination of VS Code's SynthWave '84 and JupyterLab's Neon Night themes.
• jupyterlab_templates (⭐362) - Notebook templates in JupyterLab.
• latex (⭐598) - Extension for live editing of LaTeX documents.
• lineapy (⭐650) - Extension for transforming messy Jupyter notebooks to production-ready pipelines with two lines of code.
• lsp (⭐87) - IDE-like features (code navigation, hover suggestions, linters, diagnostics, kernel-less autocompletion etc.)
• nb_black (⭐360) - Extension to keep Python code automatically formatted using black (⭐37k).
• python-bytecode (⭐61) - Explore CPython Bytecode in JupyterLab.
• quickopen (⭐75) - Quickly open a file in JupyterLab by typing part of its name.
• shortcutui (⭐54) - An extension for managing keyboard shortcuts.
• sidecar (⭐239) - A sidecar output widget for JupyterLab.
• sql (⭐405) - SQL GUI for JupyterLab.
• stickyland (⭐489) - Break the linear presentation of notebooks with sticky cells.
• system-monitor (⭐294) - Extension to display system metrics.
• tabnine (⭐34) - Tabnine AI auto completer extension.
• theme-darcula (⭐200) - A handsome Darcula theme for Jupyterlab.
• toc (⭐724) - Extension that provides a table of contents for notebooks.
• topbar (⭐5) - Top Bar extension for JupyterLab.
• variableinspector (⭐1k) - Variable inspector extension that shows variables and their values.
• vim (⭐960) - Vim notebook cell bindings.
• voyager (⭐293) - Extension to view CSV and JSON data in Voyager.

Testing

• ipytest (⭐280) - Test runner for running unit tests from within a notebook.
• nbcelltests (⭐81) - Cell-by-cell testing for notebooks in Jupyter.
• nbval (⭐428) - Py.test plugin for validating Jupyter notebooks.
• nosebook (⭐79) - Nose plugin for finding and running IPython notebooks as nose tests.
• sphinxcontrib-jupyter (⭐74) - Sphinx extension for generating Jupyter notebooks.
• treebeard (⭐153) - GitHub Action for testing/scheduling Jupyter notebooks.
• treon (⭐293) - 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 (⭐1.1k) - Extension for exploratory geospatial analysis.
• Jupylet (⭐217) - 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 (⭐816) - Data-structure visualization tool for lists of lists, lists, dictionaries.
• Quantopian Notebooks - Jupyter-based platform for financial research.
• vpython-jupyter (⭐64) - VPython 3D engine running in a Jupyter notebook.
• xontrib-jupyter (⭐25) - 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 (⭐15k) - 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 (⭐521) - 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 (⭐733)
• Jupyter Notebook Extensions
• Jupyter Notebook Themes (⭐9.7k)
• Jupyter tips, tricks and shortcuts
• JupyterLab - Your Personal Data Science Workbench (⭐15) - Talk about JupyterLab at Full Stack Quants London.
• Lectures on scientific computing with Python (⭐3.4k)
• List of Jupyter notebooks (⭐15k)
• List of Jupyter notebooks II (⭐2.2k)
• pytudes (⭐22k) - 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.