Releases: ml-tooling/best-of-jupyter
Update: 2026.06.11
📈 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 (🥇47 · ⭐ 14K · 📈) - Jupyter Interactive Notebook.
BSD-3 - IRuby (🥈25 · ⭐ 930 · 📈) - Official gem repository: Ruby kernel for Jupyter/IPython Notebook.
MIT - Jupyter Bokeh (🥈25 · ⭐ 260 · 📈) - An extension for rendering Bokeh content in JupyterLab..
BSD-3 - GPU Dashboards (🥈24 · ⭐ 670 · 📈) - A JupyterLab extension for displaying dashboards of GPU..
BSD-3 - Enterprise Gateway (🥈24 · ⭐ 670 · 📈) - A lightweight, multi-tenant, scalable and secure..
❗Unlicensed
📉 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.
- Kernel Gateway (🥈23 · ⭐ 560 · 💀) - Jupyter Kernel Gateway.
❗Unlicensed - OCaml Kernel (🥉18 · ⭐ 310 · 📉) - An OCaml kernel for Jupyter (IPython) notebook.
MIT - sphinxcontrib.jupyter (🥉17 · ⭐ 77 · 📉) - A Sphinx Extension for Generating Jupyter Notebooks.
BSD-3 - xeus-sqlite (🥉15 · ⭐ 170 · 📉) - Jupyter kernel for SQLite.
BSD-3 - igv.js widget (🥉14 · ⭐ 150 · 📉) - Extension for Jupyter which integrates igv.js.
MIT
Update: 2026.05.28
📈 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.
- nteract (🥈31 · ⭐ 6.3K · 🐣) - Were back! Now firing notebooks out of a t-shirt gun.
BSD-3 - JupyterLab Debugger (🥇29 · ⭐ 15K · 💀) - A visual debugger for Jupyter notebooks, consoles,..
BSD-3 - JupyterLab TOC (🥇27 · ⭐ 15K · 💀) - Table of Contents extension for JupyterLab.
BSD-3 - pythreejs (🥈27 · ⭐ 990 · 💀) - A Jupyter - Three.js bridge.
BSD-3 - ipydagred3 (🥈26 · ⭐ 3.3K · 📈) - ipywidgets library for drawing directed acyclic graphs 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.
- jupyverse (🥉23 · ⭐ 300 · 📉) - Modern Jupyter server based on FastAPI.
BSD-3 - facets-overview (🥉22 · ⭐ 7.4K · 💀) - Visualizations for machine learning datasets.
Apache-2 - fastpages (🥉21 · ⭐ 3.5K · 💀) - An easy to use blogging platform, with enhanced support for..
Apache-2 - pick (🥈21 · ⭐ 790 · 💀) - Customize your kernels on Launch!.
BSD-3 - DataLab (🥉20 · ⭐ 970 · 💀) - Interactive tools and developer experiences for Big Data on..
Apache-2
Update: 2026.04.30
📈 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 (🥈33 · ⭐ 15K · 📈) - JupyterLab computational environment.
BSD-3 - pick (🥈23 · ⭐ 790 · 💀) - Customize your kernels on Launch!.
BSD-3 - nb_black (🥈17 · ⭐ 360 · 💤) - A simple extension for Jupyter Notebook and Jupyter Lab to beautify..
MIT - jupyter-notify (🥉13 · ⭐ 200 · 💀) - A Jupyter Notebook magic for browser notifications of cell..
BSD-3 - FargateSpawner (🥉12 · ⭐ 41 · 💀) - Spawns JupyterHub single user servers in Docker containers..
MIT
📉 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.
- ipywidgets (🥇32 · ⭐ 3.3K · 📉) - Interactive Widgets for the Jupyter Notebook.
BSD-3 - pythreejs (🥉22 · ⭐ 990 · 💀) - A Jupyter - Three.js bridge.
❗Unlicensed - ipydagred3 (🥉20 · ⭐ 85 · 📉) - ipywidgets library for drawing directed acyclic graphs in..
Apache-2 - JupyterLab TOC (🥈19 · ⭐ 730 · 💀) - Table of Contents extension for JupyterLab.
BSD-3 - JupyterLab Chart Editor (🥉8 · ⭐ 220 · 💀) - JupyterLab extension for Plotlys react-chart-editor.
❗Unlicensed
Update: 2026.04.23
📈 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 (🥇46 · ⭐ 14K · 📈) - Jupyter Interactive Notebook.
BSD-3 - sparkmagic (🥇28 · ⭐ 1.4K · 💤) - Jupyter magics and kernels for working with remote Spark..
BSD-3 - Resource Usage (🥈27 · ⭐ 540 · 📈) - Jupyter Notebook Extension for monitoring your own Resource..
BSD-2 - mercury (🥈25 · ⭐ 4.3K · 📈) - Create web apps from Python notebooks.
Apache-2 - testbook (🥉19 · ⭐ 430 · 💀) - Unit test your Jupyter Notebooks the right way.
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.
- pick (🥉14 · ⭐ 32 · 💀) - Customize your kernels on Launch!.
BSD-3 - JupyterLab (🥉11 · 📉) - An extensible environment for interactive and reproducible..
❗Unlicensed - nb_black (🥉6 · 💤) - A simple extension for Jupyter Notebook and Jupyter Lab to beautify..
❗Unlicensed - jupyter-notify (🥉3 · 📉) -
❗Unlicensed - FargateSpawner (🥉2 · 📉) -
❗Unlicensed
Update: 2026.04.16
📈 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.
- nbdime (🥇34 · ⭐ 2.8K · 📈) - Tools for diffing and merging of Jupyter notebooks.
BSD-3 - ipyleaflet (🥈32 · ⭐ 1.5K · 📈) - A Jupyter - Leaflet.js bridge.
MIT - LDAP Authenticator (🥇24 · ⭐ 210 · 📈) - LDAP Authenticator Plugin for Jupyter.
BSD-3 - IRuby (🥈22 · ⭐ 930 · 📈) - Official gem repository: Ruby kernel for Jupyter/IPython Notebook.
MIT - JupyterLab Spellchecker (🥈21 · ⭐ 210 · 💀) - Spellchecker for JupyterLab notebook markdown cells..
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 (🥇42 · ⭐ 14K · 📉) - Jupyter Interactive Notebook.
BSD-3 - sparkmagic (🥇26 · ⭐ 1.4K · 💤) - Jupyter magics and kernels for working with remote Spark..
BSD-3 - Resource Usage (🥈24 · ⭐ 540 · 📉) - Jupyter Notebook Extension for monitoring your own Resource..
BSD-2 - mercury (🥉22 · ⭐ 4.3K · 📉) - Create web apps from Python notebooks.
Apache-2 - testbook (🥉16 · ⭐ 430 · 💀) - Unit test your Jupyter Notebooks the right way.
BSD-3
Update: 2026.04.09
📈 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 Debugger (🥇29 · ⭐ 15K · 💀) - A visual debugger for Jupyter notebooks, consoles,..
BSD-3 - sparkmagic (🥇29 · ⭐ 1.4K · 💤) - Jupyter magics and kernels for working with remote Spark..
BSD-3 - ipydagred3 (🥈26 · ⭐ 3.3K · 📈) - ipywidgets library for drawing directed acyclic graphs in..
Apache-2 - nb_black (🥈17 · ⭐ 360 · 💤) - A simple extension for Jupyter Notebook and Jupyter Lab to beautify..
MIT - FargateSpawner (🥉12 · ⭐ 41 · 💀) - Spawns JupyterHub single user servers in Docker containers..
MIT
📉 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.
- ipyleaflet (🥈29 · ⭐ 1.5K · 📉) - A Jupyter - Leaflet.js bridge.
MIT - Metakernel (🥇29 · ⭐ 360 · 📉) - Jupyter/IPython Kernel Tools.
BSD-3 - LDAP Authenticator (🥇21 · ⭐ 210 · 📉) - LDAP Authenticator Plugin for Jupyter.
BSD-3 - IRuby (🥉18 · ⭐ 930 · 📉) - Official gem repository: Ruby kernel for Jupyter/IPython Notebook.
MIT - JupyterLab Spellchecker (🥈18 · ⭐ 210 · 💀) - Spellchecker for JupyterLab notebook markdown cells..
BSD-3
Update: 2026.04.02
📈 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 (🥇46 · ⭐ 14K · 📈) - Jupyter Interactive Notebook.
BSD-3 - JupyterLab (🥈33 · ⭐ 15K · 📈) - JupyterLab computational environment.
BSD-3 - JupyterLab LSP (🥇32 · ⭐ 2K · 📈) - Coding assistance for JupyterLab (code navigation + hover..
BSD-3 - nteract (🥉22 · ⭐ 6.3K · 🐣) - Dont look here, look there.
BSD-3 - JupyterLab Chart Editor (🥉13 · ⭐ 220 · 💀) - JupyterLab extension for Plotlys react-chart-editor.
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.
- qtconsole (🥇32 · ⭐ 440 · 📉) - Jupyter Qt Console.
BSD-3 - nbdev (🥈29 · ⭐ 5.3K · 📉) - Create delightful software with Jupyter Notebooks.
Apache-2 - nikola (🥈28 · ⭐ 2.7K · 📉) - A static website and blog generator.
MIT - sparkmagic (🥈23 · ⭐ 1.4K · 💤) - Jupyter magics and kernels for working with remote Spark..
❗Unlicensed - FargateSpawner (🥉2 · 📉) -
❗Unlicensed
Update: 2026.03.26
📈 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 (🥇38 · ⭐ 9.3K · 📈) - Python-powered shell. Full-featured, cross-platform and AI-friendly.
❗️Custom - nbclient (🥈32 · ⭐ 180 · 📈) - A client library for executing notebooks. Formally nbconverts..
BSD-3 - sos (🥈25 · ⭐ 280 · 📈) - SoS workflow system for daily data analysis.
BSD-3 - JupyterLab IFrame (🥈20 · ⭐ 120 · 📈) - View html as an embedded iframe in JupyterLab.
Apache-2 - LTI Authenticator (🥈18 · ⭐ 73 · 📈) - A JupyterHub authenticator for LTI.
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.
- nteract (🥉12 · ⭐ 13 · 🐣) - Dont look here, look there.
❗Unlicensed - JupyterLab (🥉11 · 📉) - An extensible environment for interactive and reproducible..
❗Unlicensed - nb_black (🥉6 · 💤) - A simple extension for Jupyter Notebook and Jupyter Lab to beautify..
❗Unlicensed - jupyter-notify (🥉3 · 📉) -
❗Unlicensed - JupyterLab Chart Editor (🥉1 · 📉) -
❗Unlicensed
Update: 2026.03.19
📈 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.
- Metakernel (🥇31 · ⭐ 360 · 📈) - Jupyter/IPython Kernel Tools.
BSD-3 - elyra (🥇29 · ⭐ 2K · 📈) - Elyra extends JupyterLab with an AI centric approach.
Apache-2 - Stencila (🥈29 · ⭐ 870 · 📈) - Documents with Scientific Intelligence.
Apache-2 - jupyter-server-proxy (🥇29 · ⭐ 390 · 📈) - Jupyter notebook server extension to proxy web..
BSD-3 - Octave Kernel (🥇27 · ⭐ 460 · 📈) - An Octave kernel for IPython.
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.
- xonsh (🥇37 · ⭐ 9.3K · 📉) - Python-powered shell. Full-featured, cross-platform and AI-friendly.
❗️Custom - mercury (🥉24 · ⭐ 4.3K · 📉) - Create web apps from Python notebooks.
Apache-2 - JupyterLab IFrame (🥉17 · ⭐ 120 · 📉) - View html as an embedded iframe in JupyterLab.
Apache-2 - KnowledgeLab (🥉15 · ⭐ 48 · 📉) - KnowledgeRepo + JupyterLab.
Apache-2 - JupyterLab Flake8 (🥉13 · ⭐ 110 · 📉) - A jupyterlab extension to email notebooks directly..
Apache-2
Update: 2026.02.26
📈 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.
- nbconvert (🥇41 · ⭐ 1.9K · 📈) - Jupyter Notebook Conversion.
BSD-3 - nikola (🥈32 · ⭐ 2.7K · 📈) - A static website and blog generator.
MIT - Metakernel (🥇29 · ⭐ 370 · 📈) - Jupyter/IPython Kernel Tools.
BSD-3 - mkdocs-jupyter (🥈28 · ⭐ 490 · 📈) - Use Jupyter Notebook in mkdocs.
Apache-2 - ipyexperiments (🥉15 · ⭐ 230 · 💀) - Automatic GPU+CPU memory profiling, re-use and memory..
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 (🥇37 · ⭐ 9.2K · 📉) - Python-powered shell. Full-featured, cross-platform and AI-friendly.
❗️Custom - Docker Stacks (🥈32 · ⭐ 8.9K · 📉) - Ready-to-run Docker images containing Jupyter applications.
BSD-3 - JupyterLab Git (🥇32 · ⭐ 1.6K · 📉) - A Git extension for JupyterLab.
BSD-3 - ipywebrtc (🥉20 · ⭐ 250 · 💀) - WebRTC for Jupyter notebook/lab.
MIT - scrapbook (🥉19 · ⭐ 290 · 💀) - A library for recording and reading data in notebooks.
BSD-3