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<!-- markdownlint-disable --> <h1 align="center"> Best-of Jupyter <br> </h1> <p align="center"> <strong>🏆&nbsp; A ranked list of awesome Jupyter projects. Updated weekly.</strong> </p> <p align="center"> <a href="https://best-of.org" title="Best-of-badge"><img src="http://bit.ly/3o3EHNN"></a> <a href="#Contents" title="Project Count"><img src="https://img.shields.io/badge/projects-300-blue.svg?color=5ac4bf"></a> <a href="#Contribution" title="Contributions are welcome"><img src="https://img.shields.io/badge/contributions-welcome-green.svg"></a> <a href="https://github.com/ml-tooling/best-of-jupyter/releases" title="Best-of Updates"><img src="https://img.shields.io/github/release-date/ml-tooling/best-of-jupyter?color=green&label=updated"></a> <a href="https://mltooling.substack.com/subscribe" title="Subscribe to newsletter"><img src="http://bit.ly/2Md9rxM"></a> <a href="https://twitter.com/mltooling" title="Follow on Twitter"><img src="https://img.shields.io/twitter/follow/mltooling.svg?style=social&label=Follow"></a> </p>

This curated list contains 300 awesome open-source projects with a total of 410K stars grouped into 13 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!

<p align="center"> 🧙‍♂️&nbsp; Discover other <a href="https://best-of.org">best-of lists</a> or create <a href="https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md">your own</a>.<br> 📫&nbsp; Subscribe to our <a href="https://mltooling.substack.com/subscribe">newsletter</a> for updates and trending projects. </p>

Contents

Explanation

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Notebook Environments

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Development environments with support for Jupyter Notebooks.

<details><summary><b><a href="https://github.com/jupyter/notebook">Jupyter</a></b> (🥇45 · ⭐ 13K) - Jupyter Interactive Notebook. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/jupyterhub">JupyterHub</a></b> (🥇39 · ⭐ 8.2K) - Multi-user server for Jupyter notebooks. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter/docker-stacks">Docker Stacks</a></b> (🥈33 · ⭐ 8.5K) - Ready-to-run Docker images containing Jupyter applications. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterlab/jupyterlab">JupyterLab</a></b> (🥈32 · ⭐ 14K) - JupyterLab computational environment. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/microsoft/vscode-jupyter">VSCode Jupyter</a></b> (🥈32 · ⭐ 1.3K) - VS Code Jupyter extension. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/nteract/nteract">nteract</a></b> (🥈31 · ⭐ 6.2K · 💤) - The interactive computing suite for you!. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/vatlab/sos">sos</a></b> (🥈27 · ⭐ 280) - SoS workflow system for daily data analysis. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/Kaggle/docker-python">docker-python</a></b> (🥉26 · ⭐ 2.7K) - Kaggle Python docker image. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/iot-salzburg/gpu-jupyter">gpu-jupyter</a></b> (🥉16 · ⭐ 710) - GPU-Jupyter: Leverage the flexibility of Jupyterlab through the.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/jtpio/jupyterlite">jupyterlite</a></b> (🥉12 · ⭐ 110) - Wasm powered Jupyter running in the browser. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary>Show 6 hidden projects...</summary> </details> <br>

Interactive Widgets & Visualization

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Extensions that provide interactive UI-widgets and visualization tools.

🔗 <b><a href="https://github.com/ml-tooling/best-of-ml-python#data-visualization">best-of-ml-python - Data Visualization</a></b> - Python-based data visualization libraries.

<details><summary><b><a href="https://github.com/bokeh/bokeh">bokeh</a></b> (🥇45 · ⭐ 19K) - Interactive Data Visualization in the browser, from Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/holoviz/panel">panel</a></b> (🥇38 · ⭐ 4.9K) - Panel: The powerful data exploration & web app framework for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/ydataai/ydata-profiling">pandas-profiling</a></b> (🥇37 · ⭐ 13K · 📉) - 1 Line of code data quality profiling & exploratory data.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/evidentlyai/evidently">evidently</a></b> (🥇36 · ⭐ 5.5K) - Evidently is an open-source ML and LLM observability framework... <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter-widgets/ipywidgets">ipywidgets</a></b> (🥇36 · ⭐ 3.2K · 📉) - Interactive Widgets for the Jupyter Notebook. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/matplotlib/ipympl">jupyter-matplotlib</a></b> (🥇33 · ⭐ 1.6K · 📈) - Matplotlib Jupyter Integration. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter-widgets/ipyleaflet">ipyleaflet</a></b> (🥇33 · ⭐ 1.5K) - A Jupyter - Leaflet.js bridge. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/nteract/papermill">papermill</a></b> (🥈31 · ⭐ 6K) - Parameterize, execute, and analyze notebooks. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/bqplot/bqplot">bqplot</a></b> (🥈29 · ⭐ 3.6K) - Plotting library for IPython/Jupyter notebooks. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/nglviewer/nglview">nglview</a></b> (🥈29 · ⭐ 830) - Jupyter widget to interactively view molecular structures and trajectories. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/mwouts/itables">itables</a></b> (🥈28 · ⭐ 820) - Pandas DataFrames as Interactive DataTables. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/microsoft/responsible-ai-toolbox">responsible-ai-widgets</a></b> (🥈26 · ⭐ 1.4K) - Responsible AI Toolbox is a suite of tools providing.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter-widgets/ipydatagrid">ipydatagrid</a></b> (🥈26 · ⭐ 590 · 📈) - Fast Datagrid widget for the Jupyter Notebook and JupyterLab. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/widgetti/ipyvuetify">ipyvuetify</a></b> (🥈26 · ⭐ 350) - Jupyter widgets based on vuetify UI components. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/spacetelescope/jdaviz">jdaviz</a></b> (🥈26 · ⭐ 140) - Interactive data visualization and analysis tools for astronomical.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/InsightSoftwareConsortium/itkwidgets">itkwidgets</a></b> (🥈25 · ⭐ 590) - An elegant Python interface for visualization on the web platform.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/timkpaine/ipydagred3">ipydagred3</a></b> (🥉24 · ⭐ 3.2K) - ipywidgets library for drawing directed acyclic graphs in.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/vega/ipyvega">vega</a></b> (🥉24 · ⭐ 380) - IPython/Jupyter notebook module for Vega and Vega-Lite. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/finos/ipyregulartable">ipyregulartable</a></b> (🥉23 · ⭐ 3.2K) - High performance, editable, stylable datagrids in jupyter.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/maartenbreddels/ipywebrtc">ipywebrtc</a></b> (🥉23 · ⭐ 250 · 💤) - WebRTC for Jupyter notebook/lab. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/widgetti/ipyvue">ipyvue</a></b> (🥉23 · ⭐ 68) - Jupyter widgets base for Vue libraries. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/vizzuhq/ipyvizzu">ipyvizzu</a></b> (🥉22 · ⭐ 960 · 💤) - Build animated charts in Jupyter Notebook and similar.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/PAIR-code/what-if-tool">What-If Tool</a></b> (🥉22 · ⭐ 930 · 💤) - Source code/webpage/demos for the What-If Tool. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/medialab/ipysigma">ipysigma</a></b> (🥉22 · ⭐ 220) - A Jupyter widget using sigma.js to render interactive networks. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter-widgets-contrib/ipysheet">ipysheet</a></b> (🥉21 · ⭐ 540 · 💤) - Jupyter handsontable integration. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/streamlet-dev/tributary">tributary</a></b> (🥉21 · ⭐ 440 · 💤) - Streaming reactive and dataflow graphs in Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/altair-viz/altair_viewer">Altair Viewer</a></b> (🥉17 · ⭐ 81 · 💤) - Viewer for Altair and Vega-Lite visualizations. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/leifwalsh/perfume">perfume</a></b> (🥉14 · ⭐ 33 · 💤) - Interactive performance benchmarking in Jupyter. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary>Show 27 hidden projects...</summary> </details> <br>

Jupyter Extensions

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Application plugins that extend the functionality of Jupyter itself.

<details><summary><b><a href="https://github.com/jupyter/nbgrader">nbgrader</a></b> (🥇28 · ⭐ 1.3K) - A system for assigning and grading notebooks. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/jupyter-server-proxy">jupyter-server-proxy</a></b> (🥇28 · ⭐ 350) - Jupyter notebook server extension to proxy web services. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/Jupyter-contrib/jupyter_nbextensions_configurator">NBextensions Configurator</a></b> (🥈25 · ⭐ 980) - A jupyter notebook serverextension providing config.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter-server/jupyter-resource-usage">Resource Usage</a></b> (🥈25 · ⭐ 500) - Jupyter Notebook Extension for monitoring your own Resource.. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/nbgitpuller">nbgitpuller</a></b> (🥈25 · ⭐ 210) - Jupyter server extension to sync a git repository one-way to a.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/8080labs/pyforest">pyforest</a></b> (🥈22 · ⭐ 1.1K) - pyforest - feel the bliss of automated imports. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/jupyter-rsession-proxy">Rsession Proxy</a></b> (🥈22 · ⭐ 120) - Jupyter extensions for running an RStudio rsession proxy. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/oschuett/appmode">Appmode</a></b> (🥈21 · ⭐ 460 · 💤) - A Jupyter extensions that turns notebooks into web applications. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterlab-contrib/jupyter-archive">jupyter-archive</a></b> (🥈21 · ⭐ 79) - A Jupyter/Jupyterlab extension to make, download and extract.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/mamba-org/gator">gator</a></b> (🥉19 · ⭐ 260) - Conda environment and package management extension from within Jupyter. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/drillan/jupyter-black">Jupyter Black</a></b> (🥉8 · ⭐ 440 · 💀) - Black formatter for Jupyter Notebook. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary>Show 13 hidden projects...</summary> </details> <br>

Jupyter Magic

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Extensions that provide magic commands to access convenient functionality within a notebook.

<details><summary><b><a href="https://github.com/jupyter-incubator/sparkmagic">sparkmagic</a></b> (🥇32 · ⭐ 1.3K) - Jupyter magics and kernels for working with remote Spark clusters. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/rasbt/watermark">watermark</a></b> (🥈26 · ⭐ 900) - An IPython magic extension for printing date and time stamps, version.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/rossant/ipycache">ipycache</a></b> (🥉16 · ⭐ 140) - Defines a %%cache cell magic in the IPython notebook to cache results.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary>Show 9 hidden projects...</summary> </details> <br>

Jupyter Kernels

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Jupyter kernels that run and introspect the user's code in a given language.

<details><summary><b><a href="https://github.com/ipython/ipykernel">IPython Kernel</a></b> (🥇40 · ⭐ 660) - IPython Kernel for Jupyter. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/lfortran/lfortran">LFortran</a></b> (🥇30 · ⭐ 980) - Official main repository for LFortran. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/Calysto/metakernel">Metakernel</a></b> (🥇26 · ⭐ 350 · 💤) - Jupyter/IPython Kernel Tools. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/evcxr/evcxr">Evcxr</a></b> (🥇25 · ⭐ 5.7K) - An evaluation context for Rust, including a Jupyter Kernel. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/dotnet/interactive">.NET Interactive</a></b> (🥈24 · ⭐ 2.9K) - .NET Interactive combines the power of .NET with many other.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/almond-sh/almond">almond</a></b> (🥈24 · ⭐ 1.6K) - A Scala kernel for Jupyter. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/IHaskell/IHaskell">IHaskell</a></b> (🥈23 · ⭐ 2.6K) - A Haskell kernel for the Jupyter project. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/IRkernel/IRkernel">IRkernel</a></b> (🥈23 · ⭐ 1.7K · 💤) - R kernel for Jupyter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/SciRuby/iruby">IRuby</a></b> (🥈23 · ⭐ 910) - Official gem repository: Ruby kernel for Jupyter/IPython Notebook. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/takluyver/bash_kernel">Bash Kernel</a></b> (🥈23 · ⭐ 710 · 💤) - A bash kernel for IPython. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/Calysto/octave_kernel">Octave Kernel</a></b> (🥈23 · ⭐ 450 · 💤) - An Octave kernel for IPython. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/JuliaLang/IJulia.jl">IJulia.jl</a></b> (🥈21 · ⭐ 2.8K) - Julia kernel for Jupyter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter-xeus/xeus-python">xeus-python</a></b> (🥈21 · ⭐ 440) - Jupyter kernel for the Python programming language. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter-xeus/xeus-cling">xeus-cling</a></b> (🥈20 · ⭐ 3.1K · 💤) - Jupyter kernel for the C++ programming language. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/apache/incubator-toree">Apache Toree</a></b> (🥈20 · ⭐ 740) - Jupyter kernel for Apache Spark. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/anaconda/nb_conda_kernels">nb_conda_kernels</a></b> (🥈20 · ⭐ 600) - Package for managing conda environment-based kernels inside.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/sassoftware/sas_kernel">SAS Kernel</a></b> (🥉18 · ⭐ 200) - A Jupyter kernel for SAS. This opens up all the data manipulation.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/clojupyter/clojupyter">clojupyter</a></b> (🥉16 · ⭐ 840) - a Jupyter kernel for Clojure. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter-xeus/xeus-sqlite">xeus-sqlite</a></b> (🥉16 · ⭐ 170) - Jupyter kernel for SQLite. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/hugetim/nbstata">nbstata</a></b> (🥉15 · ⭐ 30) - A Jupyter kernel for Stata built on pystata. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code></summary> </details> <details><summary><b><a href="https://github.com/pprzetacznik/IElixir">IElixir</a></b> (🥉14 · ⭐ 360 · 💤) - Jupyters kernel for Elixir programming language. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary>Show 23 hidden projects...</summary> </details> <br>

Notebook Sharing & Conversion

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Tools to share, convert and simplify collaboration (e.g., via git) with notebook files.

<details><summary><b><a href="https://github.com/jupyter/nbconvert">nbconvert</a></b> (🥇37 · ⭐ 1.8K) - Jupyter Notebook Conversion. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/mwouts/jupytext">Jupytext</a></b> (🥇35 · ⭐ 6.7K · 📈) - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter-book/jupyter-book">Jupyter Book</a></b> (🥇34 · ⭐ 3.9K) - Create beautiful, publication-quality books and documents from.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/voila-dashboards/voila">Voila</a></b> (🥈33 · ⭐ 5.5K) - Voil turns Jupyter notebooks into standalone web applications. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter/nbdime">nbdime</a></b> (🥈33 · ⭐ 2.7K · 📈) - Tools for diffing and merging of Jupyter notebooks. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/getnikola/nikola">nikola</a></b> (🥈30 · ⭐ 2.6K) - A static website and blog generator. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/stencila/stencila">Stencila</a></b> (🥈28 · ⭐ 800) - Documents with Scientific Intelligence. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/danielfrg/mkdocs-jupyter">mkdocs-jupyter</a></b> (🥈27 · ⭐ 410) - Use Jupyter Notebook in mkdocs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/binderhub">BinderHub</a></b> (🥉24 · ⭐ 2.6K) - Run your code in the cloud, with technology so advanced, it feels.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter-book/thebe">ThebeLab</a></b> (🥉22 · ⭐ 400) - Turn static HTML pages into live documents with Jupyter kernels. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/danielfrg/jupyter-flex">jupyter-flex</a></b> (🥉20 · ⭐ 320 · 💤) - Build dashboards using Jupyter Notebooks. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/nbgallery/nbgallery">nbgallery</a></b> (🥉20 · ⭐ 150) - Enterprise Jupyter notebook sharing and collaboration app. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/SamLau95/nbinteract">nbinteract</a></b> (🥉18 · ⭐ 240 · 💤) - Create interactive webpages from Jupyter Notebooks. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/ideonate/cdsdashboards">cdsdashboards</a></b> (🥉17 · ⭐ 200) - JupyterHub extension for ContainDS Dashboards. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary>Show 10 hidden projects...</summary> </details> <br>

Notebook Tools

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Libraries and tools that work with or can be used within notebook files.

<details><summary><b><a href="https://github.com/jupyter/jupyter_client">Jupyter Client</a></b> (🥇34 · ⭐ 400 · 📉) - Jupyter protocol client APIs. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter/nbformat">nbformat</a></b> (🥇34 · ⭐ 280) - Reference implementation of the Jupyter Notebook format. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/AnswerDotAI/nbdev">nbdev</a></b> (🥇33 · ⭐ 5K) - Create delightful software with Jupyter Notebooks. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter/nbclient">nbclient</a></b> (🥇33 · ⭐ 160) - A client library for executing notebooks. Formally nbconverts.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/repo2docker">repo2docker</a></b> (🥈28 · ⭐ 1.6K) - Turn repositories into Jupyter-enabled Docker images. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/computationalmodelling/nbval">nbval</a></b> (🥈27 · ⭐ 450) - A py.test plugin to validate Jupyter notebooks. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter/jupyter-sphinx">Jupyter Sphinx</a></b> (🥈27 · ⭐ 190) - Sphinx extension for rendering of Jupyter interactive widgets. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/nbQA-dev/nbQA">nbQA</a></b> (🥈26 · ⭐ 1.1K) - Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/chmp/ipytest">ipytest</a></b> (🥉21 · ⭐ 320 · 💤) - Pytest in IPython notebooks. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter-naas/naas">naas</a></b> (🥉21 · ⭐ 290) - Low-code Python library to safely use notebooks in production: schedule.. <code><a href="http://bit.ly/3pwmjO5">❗️AGPL-3.0</a></code></summary> </details> <details><summary><b><a href="https://github.com/mljar/mercury">mercury</a></b> (🥉20 · ⭐ 4.1K) - Convert Jupyter Notebooks to Web Apps. <code><a href="http://bit.ly/3pwmjO5">❗️AGPL-3.0</a></code></summary> </details> <details><summary><b><a href="https://github.com/nteract/testbook">testbook</a></b> (🥉20 · ⭐ 420) - Unit test your Jupyter Notebooks the right way. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/tweag/jupyenv">JupyterWith</a></b> (🥉18 · ⭐ 680) - Declarative and reproducible Jupyter environments - powered by Nix. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/stas00/ipyexperiments">ipyexperiments</a></b> (🥉16 · ⭐ 210 · 💤) - Automatic GPU+CPU memory profiling, re-use and memory.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary>Show 12 hidden projects...</summary> </details> <br>

JupyterLab Renderer

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Extensions that can render and display files of specific MIME types.

<details><summary><b><a href="https://github.com/jupyterlab/jupyter-renderers">JupyterLab Renderers</a></b> (🥇23 · ⭐ 490) - Renderers and renderer extensions for JupyterLab. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterlab/jupyterlab-latex">JupyterLab Latex</a></b> (🥈22 · ⭐ 630) - JupyterLab extension for live editing of LaTeX documents. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary>Show 6 hidden projects...</summary> </details> <br>

JupyterLab Themes

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Extensions that can customize the appearance of JupyterLab.

<details><summary><b><a href="https://github.com/AllanChain/jupyterlab-theme-solarized-dark">jupyterlab-theme-solarized-dark</a></b> (🥈12 · ⭐ 110) - JupyterLab Theme Solarized Dark. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary>Show 8 hidden projects...</summary> </details> <br>

JupyterLab Extensions

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Application plugins that extend the functionality of JupyterLab itself.

<details><summary><b><a href="https://github.com/finos/perspective">Perspective</a></b> (🥇34 · ⭐ 8.7K · 📈) - A data visualization and analytics component, especially.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterlab/jupyterlab-git">JupyterLab Git</a></b> (🥇33 · ⭐ 1.5K) - A Git extension for JupyterLab. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/elyra-ai/elyra">elyra</a></b> (🥇29 · ⭐ 1.9K) - Elyra extends JupyterLab with an AI centric approach. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter-lsp/jupyterlab-lsp">JupyterLab LSP</a></b> (🥇29 · ⭐ 1.8K) - Coding assistance for JupyterLab (code navigation + hover.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterlab-contrib/jupyterlab-variableInspector">Variable Inspector</a></b> (🥈25 · ⭐ 1.1K) - Variable Inspector extension for Jupyterlab. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterlab-contrib/jupyterlab_code_formatter">Code Formatter</a></b> (🥈25 · ⭐ 860) - A JupyterLab plugin to facilitate invocation of code formatters. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary><b><a href="https://github.com/rapidsai/jupyterlab-nvdashboard">GPU Dashboards</a></b> (🥈23 · ⭐ 620) - A JupyterLab extension for displaying dashboards of GPU usage. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/finos/jupyterlab_templates">JupyterLab Templates</a></b> (🥈23 · ⭐ 400) - Support for jupyter notebook templates in jupyterlab. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/jtpio/ipylab">ipylab</a></b> (🥈23 · ⭐ 200) - Control JupyterLab from Python Notebooks with Jupyter Widgets. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/bokeh/jupyter_bokeh">Jupyter Bokeh</a></b> (🥈22 · ⭐ 260) - An extension for rendering Bokeh content in JupyterLab notebooks. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/deshaw/jupyterlab-execute-time">jupyterlab-execute-time</a></b> (🥈21 · ⭐ 370) - A JupyterLab extension for displaying cell timings. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterlab/jupyterlab-github">JupyterLab GitHub</a></b> (🥈20 · ⭐ 420 · 💤) - GitHub integration for JupyterLab. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jpmorganchase/jupyter-fs">jupyter-fs</a></b> (🥈20 · ⭐ 210) - A filesystem-like contents manager for multiple backends in.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/timkpaine/lantern">Lantern</a></b> (🥈19 · ⭐ 350) - Data exploration glue. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/timkpaine/jupyterlab_iframe">JupyterLab IFrame</a></b> (🥈19 · ⭐ 110) - View html as an embedded iframe in JupyterLab. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/jpmorganchase/nbcelltests">nbcelltests</a></b> (🥈18 · ⭐ 90) - Cell-by-cell testing for production Jupyter notebooks in.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/timkpaine/jupyterlab_autoversion">JupyterLab Autoversion</a></b> (🥈18 · ⭐ 82) - Automatically version jupyter notebooks in JupyterLab. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/vatlab/jupyterlab-sos">jupyterlab-sos</a></b> (🥈18 · ⭐ 73) - Jupyterlab extension for SoS Polyglot Notebook and Workflow.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterlab-contrib/jupyterlab-kernelspy">JupyterLab Kernelspy</a></b> (🥉17 · ⭐ 83) - A Jupyter Lab extension for inspecting messages to/from.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterlab-contrib/jupyterlab-quickopen">JupyterLab Quickopen</a></b> (🥉17 · ⭐ 81) - Quickly open a file in JupyterLab by typing part of its.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/timkpaine/jupyterlab_email">JupyterLab Flake8</a></b> (🥉15 · ⭐ 110) - A jupyterlab extension to email notebooks directly from.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/xiaohk/stickyland">StickyLand</a></b> (🥉14 · ⭐ 540 · 💤) - Break the linear presentation of Jupyter Notebooks with sticky.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/timkpaine/jupyterlab_email">JupyterLab Email</a></b> (🥉14 · ⭐ 60) - A jupyterlab extension to email notebooks directly from.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/timkpaine/jupyterlab_commands">jupyterlab_commands</a></b> (🥉14 · ⭐ 58) - Add arbitrary python commands to the jupyterlab.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/tkp-archive/knowledgelab">KnowledgeLab</a></b> (🥉13 · ⭐ 48) - KnowledgeRepo + JupyterLab. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary> </details> <details><summary><b><a href="https://github.com/ReviewNB/jupyterlab-gitplus">jupyterlab-gitplus</a></b> (🥉12 · ⭐ 110) - JupyterLab extension to create GitHub commits & pull.. <code><a href="http://bit.ly/3pwmjO5">❗️AGPL-3.0</a></code></summary> </details> <details><summary>Show 26 hidden projects...</summary> </details> <br>

JupyterHub Authenticators

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Authentication modules that manage and control how users can access the JupyterHub deployment.

<details><summary><b><a href="https://github.com/jupyterhub/oauthenticator">OAuthenticator</a></b> (🥇30 · ⭐ 420) - OAuth + JupyterHub Authenticator = OAuthenticator. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/ldapauthenticator">LDAP Authenticator</a></b> (🥇28 · ⭐ 210) - LDAP Authenticator Plugin for Jupyter. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/nativeauthenticator">Native Authenticator</a></b> (🥈22 · ⭐ 73 · 📉) - JupyterHub-native User Authenticator. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/firstuseauthenticator">First Use Authenticator</a></b> (🥈20 · ⭐ 49) - JupyterHub Authenticator that lets users set.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/ltiauthenticator">LTI Authenticator</a></b> (🥈17 · ⭐ 69) - A JupyterHub authenticator for LTI. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/HewlettPackard/jupyterhub-samlauthenticator">SAML Authenticator</a></b> (🥈16 · ⭐ 37) - jupyterhub-samlauthenticator. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary>Show 9 hidden projects...</summary> </details> <br>

JupyterHub Spawners

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Spawner modules that start, monitor, and stop single-user notebook servers.

<details><summary><b><a href="https://github.com/jupyterhub/kubespawner">KubeSpawner</a></b> (🥇30 · ⭐ 550) - Kubernetes spawner for JupyterHub. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/dockerspawner">DockerSpawner</a></b> (🥈27 · ⭐ 500) - Spawns JupyterHub single user servers in Docker containers. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/batchspawner">BatchSpawner</a></b> (🥈22 · ⭐ 190 · 💤) - Custom Spawner for Jupyterhub to start servers in batch.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/systemdspawner">SystemdSpawner</a></b> (🥈22 · ⭐ 92) - Spawn JupyterHub single-user notebook servers with systemd. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/sudospawner">SudoSpawner</a></b> (🥉18 · ⭐ 51 · 💤) - Spawn JupyterHub single-user servers with sudo. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyterhub/wrapspawner">WrapSpawner</a></b> (🥉13 · ⭐ 60 · 💤) - Mechanism for runtime configuration of spawners for JupyterHub. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/uktrade/fargatespawner">FargateSpawner</a></b> (🥉13 · ⭐ 47) - Spawns JupyterHub single user servers in Docker containers running.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary>Show 1 hidden projects...</summary> </details> <br>

Jupyter Components

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Core components of the Jupyter architecture.

<details><summary><b><a href="https://github.com/ipython/ipython">ipython</a></b> (🥇47 · ⭐ 16K) - Official repository for IPython itself. Other repos in the IPython.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter-server/jupyter_server">jupyter_server</a></b> (🥉35 · ⭐ 490) - The backendi.e. core services, APIs, and REST endpointsto.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/jupyter/jupyter-packaging">jupyter-packaging</a></b> (🥉24 · ⭐ 64 · 💤) - Tools to help build and install Jupyter Python packages. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <br>

Others

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<details><summary><b><a href="https://github.com/jupyter/qtconsole">qtconsole</a></b> (🥇36 · ⭐ 420 · 📉) - Jupyter Qt Console. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code></summary> </details> <details><summary><b><a href="https://github.com/abhishekkrthakur/colabcode">colabcode</a></b> (🥉19 · ⭐ 2.1K) - Run VSCode (codeserver) on Google Colab or Kaggle Notebooks. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary> </details> <details><summary>Show 2 hidden projects...</summary> </details>

Related Resources

Contribution

Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:

If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the best-of-generator repository. If you like to create your own best-of list, we recommend to follow this guide.

For more information on how to add or update projects, please read the contribution guidelines. By participating in this project, you agree to abide by its Code of Conduct.

License

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