Track Awesome Jupyter Updates Weekly
A curated list of awesome Jupyter projects, libraries and resources
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Mar 04 - Mar 10, 2024
Tables
- ITables (⭐569) - Pandas and Polars DataFrames rendered as interactive datatables-net tables.
JupyterLab Extensions
- jupyter-stack-trace (⭐3) - Click on the stack trace to open the respective file or a Google search.
Aug 21 - Aug 27, 2023
JupyterLab Extensions
- jupyter-ai (⭐2.7k) - Work with generative AIs (wide range of models supported) as a conversational assistant in JupyterLab.
Jul 31 - Aug 06, 2023
Hosted Notebook Solutions
- qBraid Lab - JupyterLab deployment providing curated software tools and integrations for quantum computing.
Jun 19 - Jun 25, 2023
Hosted Notebook Solutions
- Pinggy - Create a tunnel to your Jupyter instance even if it is behind a firewall or NAT.
Articles/Guides/Tutorials
- Sharing Jupyter Notebooks from localhost - Sharing Jupyter Notebooks from localhost.
May 29 - Jun 04, 2023
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.
Apr 10 - Apr 16, 2023
Hosted Notebook Solutions
- Noteable - Noteable is a collaborative notebook to combine code (SQL, Python & R) and interactive visualizations.
- Saturn Cloud - Move your data science team into the cloud without having to switch tools.
Mar 20 - Mar 26, 2023
Domain-Specific Projects
- xontrib-jupyter (⭐25) - Jupyter kernel for xonsh, a Python-powered, cross-platform, Unix-gazing shell language.
Mar 06 - Mar 12, 2023
Hosted Notebook Solutions
- Mineo.app - Data Ops platform with Jupyter-compatible notebooks, no code blocks, and support for creating dashboards.
Feb 06 - Feb 12, 2023
Visualization
- anywidget - A Python library that simplifies creating and publishing custom Jupyter widgets.
Jan 02 - Jan 08, 2023
Runtimes/Frontends
- JupyterLab Desktop (⭐3.3k) - A desktop application for JupyterLab, based on Electron.
Dec 19 - Dec 25, 2022
Runtimes/Frontends
- 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.
JupyterLab Extensions
- jupyter-panel-proxy (⭐11) - Automatically serve notebooks as Panel data apps at the
/panelendpoint of your Jupyter server.
Dec 05 - Dec 11, 2022
Visualization
- hvplot - A familiar and high-level API for data exploration and visualization in Jupyter.
Nov 07 - Nov 13, 2022
JupyterLab Extensions
- genv (⭐18) - Extension for managing GPU environments in JupyterLab.
Aug 08 - Aug 14, 2022
Community Resources
- 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.
Aug 01 - Aug 07, 2022
Hosted Notebook Solutions
- Google Colaboratory - Cloud-based Jupyter environment aimed at machine learning education and research.
Jul 18 - Jul 24, 2022
JupyterLab Extensions
- jupyterlab-tensorboard-pro (⭐76) - TensorBoard support for JupyterLab.
Jul 11 - Jul 17, 2022
Visualization
- ipyvizzu (⭐908) - Animated data storytelling tool.
Hosted Notebook Solutions
- Naas - JupyterLab environment with magic scheduling/notification functionality and assets/dependency/secrets management.
Jun 27 - Jul 03, 2022
Official Resources and Documentation
Jun 20 - Jun 26, 2022
Rendering/Publishing/Conversion
- Mercury (⭐3.7k) - Convert notebooks into web applications.
- nbconvert - Convert notebooks to other formats.
JupyterLab Extensions
- lineapy (⭐650) - Extension for transforming messy Jupyter notebooks to production-ready pipelines with two lines of code.
May 02 - May 08, 2022
Runtimes/Frontends
- voila (⭐5.1k) - Notebooks as interactive standalone web applications.
Collaboration/Education
- jupyter-viewer-xblock (⭐29) - Fetch and display part of, or an entire Jupyter Notebook in an Open edX XBlock.
Visualization
- 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.
- IPySigma (⭐16) - Prototype network visualization frontend for Jupyter notebooks.
- 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.
- jupyter-manim (⭐190) - Display manim (⭐57k) (Mathematical Animation Engine) videos or GIFs in Jupyter notebooks.
- Perspective (⭐7.3k) - Data visualization and analytics component, especially for large/streaming datasets.
- tributary (⭐19) - Python data streams with Jupyter support.
Tables
- ipyregulartable (⭐97) - High performance, editable, stylable datagrids in Jupyter.
- ipysheet (⭐534) - Interactive spreadsheets in Jupyter.
Rendering/Publishing/Conversion
- jupyterlab_nbconvert_nocode (⭐17) - NBConvert exporters for PDF/HTML export without code cells.
Version Control
- databooks (⭐102) - A command-line utility that eases versioning and sharing of notebooks.
JupyterLab Extensions
- jupyter-fs (⭐175) - A filesystem-like content manager for multiple backends in Jupyter.
- jupyter-notify (⭐578) - Cell magic for browser notification of cell completion.
- 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_autoversion (⭐71) - Automatically version notebooks in JupyterLab.
- jupyterlab_commands (⭐49) - Add arbitrary python commands to the JupyterLab command palette.
- 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.
Testing
- nbcelltests (⭐81) - Cell-by-cell testing for notebooks in Jupyter.
- sphinxcontrib-jupyter (⭐74) - Sphinx extension for generating Jupyter notebooks.
Hosted Notebook Solutions
- Kyso - Data science platform to publish and share Jupyter notebooks as data blogs and web applications.
Community Resources
- GitHub - Topics: jupyter, jupyter-kernels, jupyter-notebook, jupyterhub, jupyterlab, jupyterlab-extension
- Gitter - Jupyter Gitter Chatroom
- Mailing Lists - Jupyter General Mailing List, Jupyter in Education Mailing List
Articles/Guides/Tutorials
- JupyterLab - Your Personal Data Science Workbench (⭐15) - Talk about JupyterLab at Full Stack Quants London.
- The Littlest JupyterHub - JupyterHub distribution for 1-50 users on a single server; more lightweight than the Zero to JupyterHub setup.
Feb 21 - Feb 27, 2022
JupyterLab Extensions
- stickyland (⭐489) - Break the linear presentation of notebooks with sticky cells.
Hosted Notebook Solutions
- 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.
Jan 24 - Jan 30, 2022
Hosted Notebook Solutions
- Paperspace Gradient - A Jupyter-backed data science IDE with accelerated hardware (GPUs) and MLOps functionality.
Sep 13 - Sep 19, 2021
Version Control
- Neptune - Version, manage and share notebook checkpoints in your projects.
Aug 16 - Aug 22, 2021
JupyterLab Extensions
- tabnine (⭐34) - Tabnine AI auto completer extension.
Jun 21 - Jun 27, 2021
Visualization
- ipychart (⭐95) - Interactive Chart.js plots in Jupyter.
Rendering/Publishing/Conversion
- Ganimede (⭐5) - Store, version, edit and execute notebooks in sandboxes and integrate them directly via REST interfaces.
- Voila (⭐5.1k) - Rendering of live Jupyter Notebooks with interactive widgets, allowing dashboarding based on Jupyter Notebooks.
Jun 14 - Jun 20, 2021
Visualization
- Evidently (⭐4.4k) - Interactive reports to analyze machine learning models during validation or production monitoring.
May 17 - May 23, 2021
Rendering/Publishing/Conversion
- Jupyter Book (⭐3.6k) - Build publication-quality books and documents from computational material.
Domain-Specific Projects
- keplergl - Jupyter extension for visual exploration of large-scale geolocation data sets.
Apr 26 - May 02, 2021
Visualization
- lux (⭐4.9k) - Recommends a set of visualizations whenever a dataframe is printed in a notebook.
Mar 29 - Apr 04, 2021
Rendering/Publishing/Conversion
- jut (⭐175) - CLI to nicely display notebooks in the terminal.
Feb 22 - Feb 28, 2021
Rendering/Publishing/Conversion
- ContainDS Dashboards (⭐195) - JupyterHub extension to host authenticated scripts or notebooks in any framework (Voilà, Streamlit, Plotly Dash etc).
Jan 25 - Jan 31, 2021
Runtimes/Frontends
- Guild AI - Execute notebooks as experiments to capture and compare results over time.
Jan 18 - Jan 24, 2021
Collaboration/Education
- nbgitpuller (⭐200) - Sync a git repository one-way to a local path.
Jan 04 - Jan 10, 2021
JupyterLab Extensions
- elyra (⭐1.7k) - A visual editor for creating and running notebook (or Python script) pipelines locally or remotely.
Dec 07 - Dec 13, 2020
Visualization
- mpld3 - Combining Matplotlib and D3js for interactive data visualizations.
Nov 30 - Dec 06, 2020
Rendering/Publishing/Conversion
- Jupytext (⭐6.4k) - Convert and synchronize notebooks with text formats (e.g. Python or Markdown files) that work well under version control.
Nov 23 - Nov 29, 2020
Domain-Specific Projects
- Jupylet (⭐217) - Create 2D and 3D games, graphics, live music and sound interactively in a Jupyter notebook.
Nov 09 - Nov 15, 2020
Version Control
- jupyter-nbrequirements (⭐17) - Dependency management and optimization in Jupyter Notebooks.
Nov 02 - Nov 08, 2020
Version Control
- nbQA (⭐944) - Run any standard Python code quality tool on a Jupyter Notebook, from the command-line or via pre-commit.
Sep 07 - Sep 13, 2020
Rendering/Publishing/Conversion
- nbflow (⭐157) - One-button reproducible workflows with Jupyter and Scons.
- nbinteract - Create interactive webpages from Jupyter notebooks.
Aug 31 - Sep 06, 2020
Rendering/Publishing/Conversion
- nbdev (⭐4.7k) - Develop, package and distribute Python packages to PyPI using Jupyter as a Literate Programing environment.
Aug 17 - Aug 23, 2020
Testing
- treebeard (⭐153) - GitHub Action for testing/scheduling Jupyter notebooks.
Jul 20 - Jul 26, 2020
Rendering/Publishing/Conversion
- Ploomber (⭐3.3k) - Run a collection of notebooks and scripts in a reproducible manner using a
pipeline.yamlfile.
Jun 22 - Jun 28, 2020
JupyterLab Extensions
- jupyterlab_templates (⭐362) - Notebook templates in JupyterLab.
Apr 27 - May 03, 2020
Runtimes/Frontends
- Visual Studio Code - Native desktop notebook frontend.
Collaboration/Education
- IllumiDesk (⭐41) - Docker-based JupyterHub + LTI + nbgrader distribution for education.
Apr 20 - Apr 26, 2020
Visualization
- pd-replicator (⭐11) - Copy a pandas DataFrame to the clipboard with one click.
Apr 13 - Apr 19, 2020
Rendering/Publishing/Conversion
- Kapitsa (⭐11) - CLI to search local Jupyter notebooks.
JupyterLab Extensions
- debugger (⭐560) - A visual debugger for Jupyter notebooks, consoles, and source files.
Mar 30 - Apr 05, 2020
Hosted Notebook Solutions
- 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.
Articles/Guides/Tutorials
- How to Grow Neat Software Architecture out of Jupyter Notebooks (⭐521) - Article and video about growing a neat software architecture from notebooks.
Mar 02 - Mar 08, 2020
Version Control
- git (⭐1.4k) - Extension for git integration.
- nbdime (⭐2.6k) - Tools for diffing and merging of Jupyter notebooks.
- ReviewNB - Code reviews for Jupyter Notebooks.
Feb 24 - Mar 01, 2020
JupyterLab Extensions
- shortcutui (⭐54) - An extension for managing keyboard shortcuts.
Testing
- treon (⭐293) - Easy-to-use test framework for Jupyter Notebooks.
Jan 27 - Feb 02, 2020
JupyterLab Extensions
- lsp (⭐87) - IDE-like features (code navigation, hover suggestions, linters, diagnostics, kernel-less autocompletion etc.)
Oct 14 - Oct 20, 2019
JupyterLab Extensions
- code_formatter (⭐789) - A universal code formatter.
- 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.
- sidecar (⭐239) - A sidecar output widget for JupyterLab.
- sql (⭐405) - SQL GUI for JupyterLab.
- system-monitor (⭐294) - Extension to display system metrics.
- theme-darcula (⭐200) - A handsome Darcula theme for Jupyterlab.
- topbar (⭐5) - Top Bar extension for JupyterLab.
- vim (⭐960) - Vim notebook cell bindings.
Sep 30 - Oct 06, 2019
Runtimes/Frontends
- Beaker - Development environment with seamless data transmission from one language to another.
Sep 09 - Sep 15, 2019
Runtimes/Frontends
- ML Workspace (⭐3.3k) - Docker image that includes Jupyter(Lab) and various packages for data science/machine learning.
Hosted Notebook Solutions
- Deepnote - Jupyter-compatible data science notebook with real-time collaboration, versioning and easy deployment.
Aug 05 - Aug 11, 2019
Visualization
- jp_doodle (⭐52) - Infrastructure for building special purpose interactive diagrams in 2D and 3D.
May 27 - Jun 02, 2019
Visualization
- tqdm (⭐27k) - Fast, extensible progress bar for loops and iterables.
Apr 22 - Apr 28, 2019
JupyterLab Extensions
- jupyterlab_email (⭐52) - Email notebooks and their content from within JupyterLab.
Apr 15 - Apr 21, 2019
Visualization
- ipytree (⭐124) - Tree UI element for Jupyter.
- xleaflet (⭐83) - C++ Backend for ipyleaflet.
- xwebrtc (⭐14) - C++ Backend for ipywebrtc.
- xwidgets (⭐135) - C++ Backend for ipywidgets.
Mar 18 - Mar 24, 2019
Runtimes/Frontends
- JupyterWith (⭐580) - Nix-based framework for the definition of declarative and reproducible Jupyter environments.
Feb 18 - Feb 24, 2019
Domain-Specific Projects
- ArcGIS - Library for working with maps and geospatial data, powered by web GIS.
Jan 21 - Jan 27, 2019
Collaboration/Education
- IPythonBlocks (⭐155) - Practice Python with colored grids in Jupyter.
Visualization
- ipyleaflet (⭐1.4k) - Interactive visualization library for Leaflet.js maps in Jupyter notebooks.
Jan 07 - Jan 13, 2019
JupyterLab Extensions
- go-to-definition (⭐224) - Extension for navigating to the definition of a variable or function in JupyterLab.
Sep 03 - Sep 09, 2018
Visualization
- itk-jupyter-widgets (⭐569) - Interactive widgets to visualize images in 2D and 3D.
Testing
- ipytest (⭐280) - Test runner for running unit tests from within a notebook.
Community Resources
- GitHub - Search: jupyter
- PyPI -
Framework :: Jupyteris the PyPI trove classifier for Jupyter projects.
Aug 27 - Sep 02, 2018
Visualization
- jupyter-gmaps (⭐761) - Interactive visualization library for Google Maps in Jupyter notebooks.
JupyterLab Extensions
- celltags (⭐111) - Extension to organise and execute notebooks using cell tags.
- drawio (⭐587) - Extension that displays drawio/mxgraph diagrams.
- google-drive (⭐398) - Extension for Google Drive integration.
- latex (⭐598) - Extension for live editing of LaTeX documents.
- toc (⭐724) - Extension that provides a table of contents for notebooks.
- variableinspector (⭐1k) - Variable inspector extension that shows variables and their values.
- voyager (⭐293) - Extension to view CSV and JSON data in Voyager.
Aug 06 - Aug 12, 2018
Runtimes/Frontends
- docker-stacks (⭐7.7k) - Hierarchical stacks of ready-to-run Jupyter applications in Docker.
- 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.
- kaggle/docker-python (⭐2.3k) - Kaggle Python docker image that includes datasets and packages.
- nteract (⭐6.1k) - Native desktop notebook frontend.
- Stencila (⭐758) - Native desktop notebook frontend.
Collaboration/Education
- callgraph (⭐70) - Magic to display a function call graph.
- 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.
- LTI Launch JupyterHub Authenticator (⭐62) - Authentication via Edx.
- nbautoeval (⭐19) - Create auto-evaluated exercises.
- 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).
- Bokeh - Interactive visualization library that targets modern web browsers for presentation.
- bqplot (⭐3.5k) - Grammar of Graphics-based interactive plotting framework for Jupyter.
- pyecharts (⭐14k) - Python interface for the ECharts (⭐58k) visualization library.
- pythreejs (⭐919) - Python / ThreeJS bridge utilizing the Jupyter widget infrastructure.
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.
- 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.
- 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.
Testing
- nbval (⭐428) - Py.test plugin for validating Jupyter notebooks.
- nosebook (⭐79) - Nose plugin for finding and running IPython notebooks as nose tests.
Domain-Specific Projects
- GenePattern Notebook - Integrating Genomic Analysis with Interactive Notebooks.
- GeoNotebook (⭐1.1k) - Extension for exploratory geospatial analysis.
- 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.
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.
- Domino Data Lab - Data science platform with integrated collaboration tools, environment management and compute grid.
- PAWS - Jupyter notebook deployment customized for interacting with Wikimedia wikis.
Official Resources and Documentation
- Jupyter kernels (⭐15k) - List of all programming languages available as Jupyter kernels.
- Try Jupyter - Try Jupyter in your browser.
Community Resources
- Conference Talks - PyVideo.org, JupyterCon
- 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.
- pytudes (⭐22k) - List of Jupyter Notebooks by Peter Norvig.
- Zero to JupyterHub - Tutorial to help install and manage JupyterHub.