Releases: ml-tooling/best-of-jupyter
Update: 2025.09.18
📈 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.
- qtconsole (🥇37 · ⭐ 430 · 📈) - Jupyter Qt Console.
BSD-3
- ipyleaflet (🥇33 · ⭐ 1.5K · 📈) - A Jupyter - Leaflet.js bridge.
MIT
- nteract (🥈31 · ⭐ 6.3K · 💀) - The interactive computing suite for you!.
BSD-3
- nbval (🥈28 · ⭐ 450 · 📈) - A py.test plugin to validate Jupyter notebooks.
BSD-3
- jupyterlab-sos (🥈18 · ⭐ 75 · 📈) - Jupyterlab extension for SoS Polyglot Notebook and Workflow..
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.
- LFortran (🥇30 · ⭐ 1.1K · 📉) - Official main repository for LFortran.
MIT
- nglview (🥈25 · ⭐ 890 · 📉) - Jupyter widget to interactively view molecular structures and..
MIT
- IJulia.jl (🥈22 · ⭐ 2.9K · 📉) - Julia kernel for Jupyter.
MIT
- jupyterlab-theme-solarized-dark (🥉11 · ⭐ 110 · 💤) - JupyterLab Theme Solarized Dark.
BSD-3
- easyexplore (🥉9 · ⭐ 5 · 💀) - Toolbox for easy and effective data exploration in Python.
❗️GPL-3.0
Update: 2025.09.11
📈 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.
- LFortran (🥇31 · ⭐ 1.1K · 📈) - Official main repository for LFortran.
MIT
- DockerSpawner (🥇28 · ⭐ 530 · 📈) - Spawns JupyterHub single user servers in Docker containers.
BSD-3
- sos (🥈28 · ⭐ 280 · 💤) - SoS workflow system for daily data analysis.
BSD-3
- ipyvue (🥉23 · ⭐ 73 · 📈) - Jupyter widgets base for Vue libraries.
MIT
- allthekernels (🥉16 · ⭐ 80 · 📈) - A multiplexer kernel for Jupyter.
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 (🥈32 · ⭐ 1.5K · 📉) - A Jupyter - Leaflet.js bridge.
MIT
- JupyterLab Git (🥇31 · ⭐ 1.5K · 📉) - A Git extension for JupyterLab.
BSD-3
- elyra (🥇30 · ⭐ 2K · 📉) - Elyra extends JupyterLab with an AI centric approach.
Apache-2
- sparkmagic (🥇29 · ⭐ 1.4K · 📉) - Jupyter magics and kernels for working with remote Spark..
BSD-3
- F# Kernel (🥉15 · ⭐ 440 · 💀) - F# for Jupyter Notebooks.
❗Unlicensed
Update: 2025.09.04
📈 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.
- bqplot (🥈30 · ⭐ 3.7K · 📈) - Plotting library for IPython/Jupyter notebooks.
Apache-2
- DockerSpawner (🥈27 · ⭐ 530 · 📈) - Spawns JupyterHub single user servers in Docker containers.
BSD-3
- JupyterLab Data Explorer (🥈18 · ⭐ 180 · 💀) - First class datasets in JupyterLab.
BSD-3
- JupyterLab Quickopen (🥉16 · ⭐ 87 · 📈) - Quickly open a file in JupyterLab by typing part of..
BSD-3
- Remote Authenticator (🥉14 · ⭐ 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.
- pandas-profiling (🥇35 · ⭐ 13K · 📉) - 1 Line of code data quality profiling & exploratory data..
MIT
- Perspective (🥇34 · ⭐ 9.4K · 📉) - A data visualization and analytics component, especially..
Apache-2
- ipyleaflet (🥇33 · ⭐ 1.5K · 📉) - A Jupyter - Leaflet.js bridge.
MIT
- jupyter-matplotlib (🥈31 · ⭐ 1.6K · 📉) - Matplotlib Jupyter Integration.
BSD-3
- jupyter-dash (🥉24 · ⭐ 960 · 💀) - OBSOLETE - Dash v2.11+ has Jupyter support built in!.
MIT
Update: 2025.08.28
📈 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.
- IPython Kernel (🥇40 · ⭐ 690 · 📈) - IPython Kernel for Jupyter.
BSD-3
- nbdev (🥇33 · ⭐ 5.2K · 📈) - Create delightful software with Jupyter Notebooks.
Apache-2
- repo2docker (🥈30 · ⭐ 1.7K · 📈) - Turn repositories into Jupyter-enabled Docker images.
BSD-3
- facets-overview (🥈28 · ⭐ 7.4K · 💀) - Visualizations for machine learning datasets.
Apache-2
- ipytest (🥉22 · ⭐ 330 · 📈) - Pytest in IPython notebooks.
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.
- JupyterLab LSP (🥇31 · ⭐ 1.9K · 📉) - Coding assistance for JupyterLab (code navigation + hover..
BSD-3
Update: 2025.08.21
📈 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_server (🥉34 · ⭐ 540 · 📈) - The backendi.e. core services, APIs, and REST endpointsto..
BSD-3
- elyra (🥇30 · ⭐ 1.9K · 📈) - Elyra extends JupyterLab with an AI centric approach.
Apache-2
- repo2docker (🥈25 · ⭐ 1.7K · 📈) - Turn repositories into Jupyter-enabled Docker images.
BSD-3
- Resource Usage (🥇25 · ⭐ 520 · 📈) - Jupyter Notebook Extension for monitoring your own Resource..
BSD-2
- ipyregulartable (🥈24 · ⭐ 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.
- nikola (🥈28 · ⭐ 2.7K · 📉) - A static website and blog generator.
MIT
- DockerSpawner (🥈24 · ⭐ 530 · 📉) - Spawns JupyterHub single user servers in Docker containers.
BSD-3
- JupyterLab Data Explorer (🥉17 · ⭐ 180 · 💀) - First class datasets in JupyterLab.
BSD-3
- JupyterLab Vim (🥉14 · ⭐ 980 · 💀) - Vim notebook cell bindings for JupyterLab.
MIT
- naas (🥉6 · ⭐ 10 · 💀) - Schedule notebooks, run then by http call, get data, automate all your..
BSD-3
Update: 2025.08.14
📈 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.
- bokeh (🥇43 · ⭐ 20K · 📈) - Interactive Data Visualization in the browser, from Python.
BSD-3
- Jupyter (🥇43 · ⭐ 14K · 📈) - Jupyter Interactive Notebook.
BSD-3
- nbformat (🥇33 · ⭐ 300 · 📈) - Reference implementation of the Jupyter Notebook format.
BSD-3
- SudoSpawner (🥈19 · ⭐ 51 · 📈) - Spawn JupyterHub single-user servers with sudo.
BSD-3
- JupyterLab Flake8 (🥉13 · ⭐ 110 · 📈) - A jupyterlab extension to email notebooks directly..
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.
- jupyter_server (🥉33 · ⭐ 540 · 📉) - The backendi.e. core services, APIs, and REST endpointsto..
BSD-3
- IHaskell (🥈23 · ⭐ 2.6K · 📉) - A Haskell kernel for the Jupyter project.
MIT
- nbQA (🥈23 · ⭐ 1.1K · 📉) - Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter..
MIT
- IJulia.jl (🥈22 · ⭐ 2.8K · 📉) - Julia kernel for Jupyter.
MIT
- JupyterLab Dash (🥉18 · ⭐ 960 · 💀) - An Extension for the Interactive development of Dash apps in..
MIT
Update: 2025.08.07
📈 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.
- nbformat (🥇32 · ⭐ 300 · 📈) - Reference implementation of the Jupyter Notebook format.
BSD-3
- IHaskell (🥈24 · ⭐ 2.6K · 📈) - A Haskell kernel for the Jupyter project.
MIT
- mercury (🥉21 · ⭐ 4.2K · 📈) - Convert Jupyter Notebooks to Web Apps.
❗️AGPL-3.0
- JupyterLab Autoversion (🥈18 · ⭐ 86 · 📈) - Automatically version jupyter notebooks in JupyterLab.
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.
- nbdev (🥇28 · ⭐ 5.2K · 📉) - Create delightful software with Jupyter Notebooks.
Apache-2
- facets-overview (🥈23 · ⭐ 7.4K · 💀) - Visualizations for machine learning datasets.
Apache-2
- Apache Toree (🥉17 · ⭐ 740 · 📉) - Jupyter kernel for Apache Spark.
Apache-2
- ipytest (🥉17 · ⭐ 330 · 📉) - Pytest in IPython notebooks.
MIT
- Remote Authenticator (🥉8 · ⭐ 2 · 📉) - A collection of JupyterHub Authenticators, including..
❗️GPL-3.0
Update: 2025.07.31
📈 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 (🥈33 · ⭐ 5.8K · 📈) - Voil turns Jupyter notebooks into standalone web applications.
BSD-3
- D-Tale (🥈31 · ⭐ 5K · 📈) - Visualizer for Pandas Data Structures.
❗️LGPL-2.1
- nglview (🥈26 · ⭐ 880 · 📈) - Jupyter widget to interactively view molecular structures and..
MIT
- BinderHub (🥈25 · ⭐ 2.6K · 📈) - Run your code in the cloud, with technology so advanced, it..
BSD-3
- IJulia.jl (🥈23 · ⭐ 2.8K · 📈) - Julia kernel for Jupyter.
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.
- nbformat (🥈30 · ⭐ 300 · 📉) - Reference implementation of the Jupyter Notebook format.
BSD-3
- ipywebrtc (🥉23 · ⭐ 250 · 💀) - WebRTC for Jupyter notebook/lab.
MIT
- JupyterLab Renderers (🥇22 · ⭐ 500 · 📉) - Renderers and renderer extensions for JupyterLab.
BSD-3
- nbopen (🥉18 · ⭐ 310 · 💀) - Open a Jupyter notebook in the best available server.
BSD-3
- bookstore (🥉17 · ⭐ 200 · 💀) - Notebook storage and publishing workflows for the masses.
BSD-3
Update: 2025.07.24
📈 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.
- IPython Kernel (🥇40 · ⭐ 680 · 📈) - IPython Kernel for Jupyter.
BSD-3
- nbconvert (🥇39 · ⭐ 1.9K · 📈) - Jupyter Notebook Conversion.
BSD-3
- nbdev (🥇33 · ⭐ 5.1K · 📈) - Create delightful software with Jupyter Notebooks.
Apache-2
- JupyterLab LSP (🥇32 · ⭐ 1.9K · 📈) - Coding assistance for JupyterLab (code navigation + hover..
BSD-3
- sphinxcontrib.jupyter (🥉19 · ⭐ 77 · 💀) - A Sphinx Extension for Generating Jupyter Notebooks.
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 (🥇45 · ⭐ 14K · 📉) - Jupyter Interactive Notebook.
BSD-3
- ipydagred3 (🥈24 · ⭐ 3.2K · 📉) - ipywidgets library for drawing directed acyclic graphs in..
Apache-2
- ipyregulartable (🥉23 · ⭐ 3.2K · 📉) - High performance, editable, stylable datagrids in..
Apache-2
- IHaskell (🥈23 · ⭐ 2.6K · 📉) - A Haskell kernel for the Jupyter project.
MIT
- nbgallery (🥉20 · ⭐ 150 · 📉) - Enterprise Jupyter notebook sharing and collaboration app.
MIT
Update: 2025.07.17
📈 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.
- IPython Kernel (🥇38 · ⭐ 680 · 📈) - IPython Kernel for Jupyter.
BSD-3
- qtconsole (🥇35 · ⭐ 430 · 📈) - Jupyter Qt Console.
BSD-3
- LFortran (🥇30 · ⭐ 1.1K · 📈) - Official main repository for LFortran.
MIT
- ipyparallel (🥈29 · ⭐ 2.6K · 📈) - IPython Parallel: Interactive Parallel Computing in..
❗Unlicensed
- facets-overview (🥈28 · ⭐ 7.4K · 💀) - Visualizations for machine learning datasets.
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.
- jupyter_server (🥉36 · ⭐ 530 · 📉) - The backendi.e. core services, APIs, and REST endpointsto..
BSD-3
- notedown (🥉22 · ⭐ 860 · 💀) - Markdown = IPython Notebook.
BSD-2
- mercury (🥉20 · ⭐ 4.2K · 📉) - Convert Jupyter Notebooks to Web Apps.
❗️AGPL-3.0
- colabcode (🥉18 · ⭐ 2.1K · 💤) - Run VSCode (codeserver) on Google Colab or Kaggle Notebooks.
MIT
- sphinxcontrib.jupyter (🥉17 · ⭐ 77 · 💀) - A Sphinx Extension for Generating Jupyter Notebooks.
BSD-3