Releases: ml-tooling/best-of-jupyter
Update: 2025.06.12
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- ipyleaflet (🥇34 · ⭐ 1.5K · 📈) - A Jupyter - Leaflet.js bridge.
MIT - itables (🥈30 · ⭐ 880 · 📈) - Pandas DataFrames as Interactive DataTables.
MIT - itkwidgets (🥈26 · ⭐ 600 · 📈) - An elegant Python interface for visualization on the web..
Apache-2 - Jupyter Bokeh (🥈24 · ⭐ 260 · 📈) - An extension for rendering Bokeh content in JupyterLab..
BSD-3 - almond (🥈23 · ⭐ 1.6K · 📈) - A Scala kernel for Jupyter.
BSD-3
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- Mapbox GL (🥉22 · ⭐ 680 · 📉) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook.
MIT - JupyterLab Dash (🥉19 · ⭐ 960 · 💀) - An Extension for the Interactive development of Dash apps in..
MIT - clojupyter (🥉16 · ⭐ 850 · 📉) - a Jupyter kernel for Clojure.
MIT - Lantern (🥉15 · ⭐ 350 · 💤) - Data exploration glue.
Apache-2 - FargateSpawner (🥉12 · ⭐ 41 · 💀) - Spawns JupyterHub single user servers in Docker containers..
MIT
Update: 2025.05.29
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- JupyterLab LSP (🥇31 · ⭐ 1.9K · 📈) - Coding assistance for JupyterLab (code navigation + hover..
BSD-3 - sparkmagic (🥇30 · ⭐ 1.4K · 📈) - Jupyter magics and kernels for working with remote Spark..
BSD-3 - OAuthenticator (🥇29 · ⭐ 430 · 📈) - OAuth + JupyterHub Authenticator = OAuthenticator.
BSD-3 - ipyvuetify (🥈26 · ⭐ 350 · 📈) - Jupyter widgets based on vuetify UI components.
MIT - dask-labextension (🥈22 · ⭐ 320 · 📈) - JupyterLab extension for Dask.
BSD-3
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- ipython (🥇47 · ⭐ 16K · 📉) - Official repository for IPython itself. Other repos in the IPython..
BSD-3 - Jupyter Book (🥇33 · ⭐ 4.1K · 📉) - Create beautiful, publication-quality books and documents..
BSD-3 - LFortran (🥇29 · ⭐ 1.1K · 📉) - Official main repository for LFortran.
MIT - Evcxr (🥇27 · ⭐ 6K · 📉) - An evaluation context for Rust, including a Jupyter Kernel.
MIT - almond (🥈22 · ⭐ 1.6K · 📉) - A Scala kernel for Jupyter.
BSD-3
Update: 2025.05.22
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Jupyter Book (🥇35 · ⭐ 4.1K · 📈) - Create beautiful, publication-quality books and documents..
BSD-3 - nikola (🥈33 · ⭐ 2.7K · 📈) - A static website and blog generator.
MIT - DockerSpawner (🥇30 · ⭐ 520 · 📈) - Spawns JupyterHub single user servers in Docker containers.
BSD-3 - Evcxr (🥇28 · ⭐ 6K · 📈) - An evaluation context for Rust, including a Jupyter Kernel.
MIT - BatchSpawner (🥈22 · ⭐ 200 · 💤) - Custom Spawner for Jupyterhub to start servers in batch..
BSD-3
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- nbformat (🥇34 · ⭐ 300 · 📉) - Reference implementation of the Jupyter Notebook format.
BSD-3 - ipyvuetify (🥈25 · ⭐ 350 · 📉) - Jupyter widgets based on vuetify UI components.
MIT - almond (🥈24 · ⭐ 1.6K · 📉) - A Scala kernel for Jupyter.
BSD-3 - IRuby (🥈24 · ⭐ 920 · 📉) - Official gem repository: Ruby kernel for Jupyter/IPython Notebook.
MIT - jupyter-notify (🥉12 · ⭐ 200 · 💀) - A Jupyter Notebook magic for browser notifications of cell..
BSD-3
Update: 2025.05.15
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- ipyleaflet (🥇33 · ⭐ 1.5K · 📈) - A Jupyter - Leaflet.js bridge.
MIT - VSCode Jupyter (🥈32 · ⭐ 1.4K · 📈) - VS Code Jupyter extension.
MIT - nbQA (🥈26 · ⭐ 1.1K · 📈) - Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter..
MIT - jupyter-archive (🥈21 · ⭐ 82 · 📈) - A Jupyter/Jupyterlab extension to make, download and..
BSD-3 - Remote Authenticator (🥉11 · ⭐ 2 · 📈) - A collection of JupyterHub Authenticators, including..
❗️GPL-3.0
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- IPython Kernel (🥇39 · ⭐ 680 · 📉) - IPython Kernel for Jupyter.
BSD-3 - Jupytext (🥇35 · ⭐ 6.9K · 📉) - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts.
MIT - OAuthenticator (🥇28 · ⭐ 430 · 📉) - OAuth + JupyterHub Authenticator = OAuthenticator.
BSD-3 - Octave Kernel (🥈23 · ⭐ 460 · 📉) - An Octave kernel for IPython.
BSD-3 - BatchSpawner (🥉20 · ⭐ 200 · 💤) - Custom Spawner for Jupyterhub to start servers in batch..
BSD-3
Update: 2025.05.08
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Voila (🥈32 · ⭐ 5.7K · 📈) - Voil turns Jupyter notebooks into standalone web applications.
BSD-3 - nbgrader (🥇28 · ⭐ 1.3K · 📈) - A system for assigning and grading notebooks.
BSD-3 - responsible-ai-widgets (🥈25 · ⭐ 1.5K · 📈) - Responsible AI Toolbox is a suite of tools providing..
MIT - IHaskell (🥈24 · ⭐ 2.6K · 📈) - A Haskell kernel for the Jupyter project.
MIT - Apache Toree (🥈21 · ⭐ 740 · 📈) - Jupyter kernel for Apache Spark.
Apache-2
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- ipyparallel (🥈29 · ⭐ 2.6K · 📉) - IPython Parallel: Interactive Parallel Computing in..
❗Unlicensed - OAuthenticator (🥇29 · ⭐ 430 · 📉) - OAuth + JupyterHub Authenticator = OAuthenticator.
BSD-3 - Stencila (🥈28 · ⭐ 820 · 📉) - Documents with Scientific Intelligence.
Apache-2 - naas (🥉19 · ⭐ 280 · 💤) - Low-code Python library to safely use notebooks in production:..
❗️AGPL-3.0 - First Use Authenticator (🥈19 · ⭐ 50 · 📉) - JupyterHub Authenticator that lets users set..
BSD-3
Update: 2025.05.01
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- Jupytext (🥇36 · ⭐ 6.8K · 📈) - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts.
MIT - JupyterLab LSP (🥇28 · ⭐ 1.9K · 📈) - Coding assistance for JupyterLab (code navigation + hover..
BSD-3 - sphinxcontrib.jupyter (🥉19 · ⭐ 77 · 💀) - A Sphinx Extension for Generating Jupyter Notebooks.
BSD-3 - SAML Authenticator (🥈17 · ⭐ 39 · 📈) - jupyterhub-samlauthenticator.
MIT - Material Darker Theme (🥈14 · ⭐ 170 · 📈) - The Material Darker theme for JupyterLab.
BSD-3
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- Jupyter Client (🥈32 · ⭐ 430 · 📉) - Jupyter protocol client APIs.
BSD-3 - sparkmagic (🥇29 · ⭐ 1.3K · 📉) - Jupyter magics and kernels for working with remote Spark..
BSD-3 - DockerSpawner (🥇29 · ⭐ 520 · 📉) - Spawns JupyterHub single user servers in Docker containers.
BSD-3 - nbQA (🥈25 · ⭐ 1.1K · 📉) - Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter..
MIT - responsible-ai-widgets (🥉24 · ⭐ 1.5K · 📉) - Responsible AI Toolbox is a suite of tools providing..
MIT
Update: 2025.04.24
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- papermill (🥇33 · ⭐ 6.1K · 📈) - Parameterize, execute, and analyze notebooks.
BSD-3 - nbQA (🥈27 · ⭐ 1.1K · 📈) - Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter..
MIT - NBextensions Configurator (🥈27 · ⭐ 980 · 💤) - A jupyter notebook serverextension providing config..
BSD-3 - nbviewer (🥈25 · ⭐ 2.3K · 📈) - nbconvert as a web service: Render Jupyter Notebooks as static web..
BSD-3 - BatchSpawner (🥈23 · ⭐ 200 · 💤) - Custom Spawner for Jupyterhub to start servers in batch..
BSD-3
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- nikola (🥈31 · ⭐ 2.7K · 📉) - A static website and blog generator.
MIT - IHaskell (🥈23 · ⭐ 2.6K · 📉) - A Haskell kernel for the Jupyter project.
MIT - scrapbook (🥉22 · ⭐ 290 · 💀) - A library for recording and reading data in notebooks.
BSD-3 - Rsession Proxy (🥈21 · ⭐ 120 · 📉) - Jupyter extensions for running an RStudio rsession proxy.
BSD-3 - sphinxcontrib.jupyter (🥉17 · ⭐ 77 · 💀) - A Sphinx Extension for Generating Jupyter Notebooks.
BSD-3
Update: 2025.04.17
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- JupyterHub (🥇39 · ⭐ 8.3K · 📈) - Multi-user server for Jupyter notebooks.
BSD-3 - ipywidgets (🥇39 · ⭐ 3.2K · 📈) - Interactive Widgets for the Jupyter Notebook.
BSD-3 - ipyparallel (🥈30 · ⭐ 2.6K · 📈) - IPython Parallel: Interactive Parallel Computing in..
❗Unlicensed - nbgitpuller (🥈26 · ⭐ 220 · 📈) - Jupyter server extension to sync a git repository one-way to a..
BSD-3 - ipyregulartable (🥈25 · ⭐ 3.2K · 📈) - High performance, editable, stylable datagrids in..
Apache-2
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- xonsh (🥇36 · ⭐ 8.7K · 📉) - Python-powered shell. Full-featured and cross-platform.
❗️Custom - nbdev (🥇33 · ⭐ 5.1K · 📉) - Create delightful software with Jupyter Notebooks.
Apache-2 - docker-python (🥉25 · ⭐ 2.7K · 📉) - Kaggle Python docker image.
Apache-2 - DataLab (🥉22 · ⭐ 980 · 💀) - Interactive tools and developer experiences for Big Data on..
Apache-2 - Null Authenticator (🥉10 · ⭐ 9 · 💀) - Null Authenticator for JupyterHub instances that should..
BSD-3
Update: 2025.04.10
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- panel (🥇39 · ⭐ 5.1K · 📈) - Panel: The powerful data exploration & web app framework for Python.
BSD-3 - ipywidgets (🥇38 · ⭐ 3.2K · 📈) - Interactive Widgets for the Jupyter Notebook.
BSD-3 - Jupyter Client (🥇33 · ⭐ 420 · 📈) - Jupyter protocol client APIs.
BSD-3 - itables (🥈29 · ⭐ 850 · 📈) - Pandas DataFrames as Interactive DataTables.
MIT - xeus-python (🥈22 · ⭐ 450 · 📈) - Jupyter kernel for the Python programming language.
BSD-3
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- Jupyter Book (🥇34 · ⭐ 4K · 📉) - Create beautiful, publication-quality books and documents from..
BSD-3 - JupyterLab LSP (🥇27 · ⭐ 1.9K · 📉) - Coding assistance for JupyterLab (code navigation + hover..
BSD-3 - nbQA (🥈26 · ⭐ 1.1K · 📉) - Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter..
MIT - nglview (🥈26 · ⭐ 860 · 📉) - Jupyter widget to interactively view molecular structures and..
MIT - nbgitpuller (🥈23 · ⭐ 220 · 📉) - Jupyter server extension to sync a git repository one-way to a..
BSD-3
Update: 2025.04.03
📈 Trending Up
Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.
- xonsh (🥇37 · ⭐ 8.7K · 📈) - Python-powered shell. Full-featured and cross-platform.
❗️Custom - nbdev (🥇34 · ⭐ 5.1K · 📈) - Create delightful software with Jupyter Notebooks.
Apache-2 - vega (🥉22 · ⭐ 380 · 📈) - IPython/Jupyter notebook module for Vega and Vega-Lite.
BSD-3 - nbgallery (🥉21 · ⭐ 150 · 📈) - Enterprise Jupyter notebook sharing and collaboration app.
MIT - First Use Authenticator (🥈20 · ⭐ 49 · 📈) - JupyterHub Authenticator that lets users set..
BSD-3
📉 Trending Down
Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.
- IPython Kernel (🥇40 · ⭐ 670 · 📉) - IPython Kernel for Jupyter.
BSD-3 - JupyterHub (🥇38 · ⭐ 8.3K · 📉) - Multi-user server for Jupyter notebooks.
BSD-3 - qtconsole (🥇34 · ⭐ 420 · 📉) - Jupyter Qt Console.
BSD-3 - JupyterLab Git (🥇32 · ⭐ 1.5K · 📉) - A Git extension for JupyterLab.
BSD-3 - Voila (🥈31 · ⭐ 5.6K · 📉) - Voil turns Jupyter notebooks into standalone web applications.
BSD-3