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Releases: ml-tooling/best-of-jupyter

Update: 2025.09.18

18 Sep 14:54
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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

11 Sep 17:32
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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

04 Sep 16:12
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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.

📉 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

28 Aug 15:00
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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

21 Aug 14:54
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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

14 Aug 14:49
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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

07 Aug 16:45
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📈 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.

Update: 2025.07.31

31 Jul 15:11
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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

24 Jul 15:08
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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

17 Jul 15:03
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📈 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