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Releases: ml-tooling/best-of-jupyter

Update: 2025.02.20

20 Feb 15:13
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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 (🥇36 · ⭐ 420 · 📈) - Jupyter Qt Console. BSD-3
  • DockerSpawner (🥇29 · ⭐ 510 · 📈) - Spawns JupyterHub single user servers in Docker containers. BSD-3
  • .NET Interactive (🥈25 · ⭐ 3K · 📈) - .NET Interactive combines the power of .NET with many other.. MIT
  • ipytest (🥉24 · ⭐ 320 · 📈) - Pytest in IPython notebooks. MIT
  • jupyverse (🥉21 · ⭐ 260 · 📈) - A Jupyter server based on FastAPI. ❗️BSD-1-Clause

📉 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 (🥈32 · ⭐ 5K · 📉) - Create delightful software with Jupyter Notebooks. Apache-2
  • VSCode Jupyter (🥈31 · ⭐ 1.3K · 📉) - VS Code Jupyter extension. MIT
  • elyra (🥇29 · ⭐ 1.9K · 📉) - Elyra extends JupyterLab with an AI centric approach. Apache-2
  • sparkmagic (🥇29 · ⭐ 1.3K · 📉) - Jupyter magics and kernels for working with remote Spark.. BSD-3
  • responsible-ai-widgets (🥈25 · ⭐ 1.5K · 📉) - Responsible AI Toolbox is a suite of tools providing.. MIT

Update: 2025.02.13

13 Feb 15:51
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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 · ⭐ 660 · 📈) - IPython Kernel for Jupyter. BSD-3
  • jupyter_server (🥉37 · ⭐ 500 · 📈) - The backendi.e. core services, APIs, and REST endpointsto.. BSD-3
  • DockerSpawner (🥈28 · ⭐ 500 · 📈) - Spawns JupyterHub single user servers in Docker containers. BSD-3
  • jupyter-fs (🥈22 · ⭐ 210 · 📈) - A filesystem-like contents manager for multiple backends in.. Apache-2
  • JupyterLab Google Drive (🥈19 · ⭐ 400 · 💀) - Cloud storage for JupyterLab using Google Drive. 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 (🥇33 · ⭐ 410 · 📉) - Jupyter protocol client APIs. BSD-3
  • sparkmagic (🥇30 · ⭐ 1.3K · 📉) - Jupyter magics and kernels for working with remote Spark.. BSD-3
  • nbgrader (🥇28 · ⭐ 1.3K · 📉) - A system for assigning and grading notebooks. BSD-3
  • sos (🥈28 · ⭐ 280 · 📉) - SoS workflow system for daily data analysis. BSD-3
  • .NET Interactive (🥈23 · ⭐ 3K · 📉) - .NET Interactive combines the power of .NET with many other.. MIT

Update: 2025.02.06

06 Feb 14:52
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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 (🥇48 · ⭐ 16K · 📈) - Official repository for IPython itself. Other repos in the IPython.. BSD-3
  • nbdev (🥇33 · ⭐ 5K · 📈) - Create delightful software with Jupyter Notebooks. Apache-2
  • Resource Usage (🥈27 · ⭐ 510 · 📈) - Jupyter Notebook Extension for monitoring your own Resource.. BSD-2
  • ThebeLab (🥉22 · ⭐ 410 · 📈) - Turn static HTML pages into live documents with Jupyter kernels. BSD-3
  • remote_ikernel (🥉13 · ⭐ 19 · 💀) - All your Jupyter kernels, on all your machines, in one place. BSD-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 · ⭐ 500 · 📉) - The backendi.e. core services, APIs, and REST endpointsto.. BSD-3
  • sparkmagic (🥇31 · ⭐ 1.3K · 📉) - Jupyter magics and kernels for working with remote Spark.. BSD-3
  • ipyparallel (🥈29 · ⭐ 2.6K · 📉) - IPython Parallel: Interactive Parallel Computing in.. ❗Unlicensed
  • jupyter-server-proxy (🥈25 · ⭐ 360 · 📉) - Jupyter notebook server extension to proxy web.. BSD-3
  • nbstata (🥉14 · ⭐ 31 · 📉) - A Jupyter kernel for Stata built on pystata. ❗️GPL-3.0

Update: 2025.01.23

23 Jan 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.

  • ipywidgets (🥇37 · ⭐ 3.2K · 📈) - Interactive Widgets for the Jupyter Notebook. BSD-3
  • Voila (🥈33 · ⭐ 5.5K · 📈) - Voil turns Jupyter notebooks into standalone web applications. BSD-3
  • elyra (🥇30 · ⭐ 1.9K · 📈) - Elyra extends JupyterLab with an AI centric approach. Apache-2
  • clojupyter (🥈21 · ⭐ 840 · 📈) - a Jupyter kernel for Clojure. MIT
  • SAML Authenticator (🥈18 · ⭐ 37 · 📈) - jupyterhub-samlauthenticator. 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.

  • IPython Kernel (🥇39 · ⭐ 660 · 📉) - IPython Kernel for Jupyter. BSD-3
  • qtconsole (🥇35 · ⭐ 420 · 📉) - Jupyter Qt Console. BSD-3
  • nbdev (🥈32 · ⭐ 5K · 📉) - Create delightful software with Jupyter Notebooks. Apache-2
  • ipyleaflet (🥈31 · ⭐ 1.5K · 📉) - A Jupyter - Leaflet.js bridge. MIT
  • almond (🥈22 · ⭐ 1.6K · 📉) - A Scala kernel for Jupyter. BSD-3

Update: 2025.01.16

16 Jan 14:53
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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 Book (🥇34 · ⭐ 3.9K · 📈) - Create beautiful, publication-quality books and documents.. BSD-3
  • sos (🥈29 · ⭐ 280 · 📈) - SoS workflow system for daily data analysis. BSD-3
  • Knowledge Repo (🥈26 · ⭐ 5.5K · 💀) - A next-generation curated knowledge sharing platform.. Apache-2
  • qgrid (🥈26 · ⭐ 3.1K · 💀) - An interactive grid for sorting, filtering, and editing DataFrames.. Apache-2
  • jupyterlab-interactive-dashboard-editor (🥉17 · ⭐ 220 · 💀) - A drag-and-drop dashboard editor 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.

  • Voila (🥈32 · ⭐ 5.5K · 📉) - Voil turns Jupyter notebooks into standalone web applications. BSD-3
  • ipyparallel (🥈30 · ⭐ 2.6K · 📉) - IPython Parallel: Interactive Parallel Computing in.. ❗Unlicensed
  • elyra (🥇29 · ⭐ 1.9K · 📉) - Elyra extends JupyterLab with an AI centric approach. Apache-2
  • ThebeLab (🥉20 · ⭐ 400 · 📉) - Turn static HTML pages into live documents with Jupyter kernels. BSD-3
  • jupyverse (🥉18 · ⭐ 250 · 📉) - A Jupyter server based on FastAPI. ❗️BSD-1-Clause

Update: 2025.01.09

09 Jan 15:17
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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.

  • papermill (🥇32 · ⭐ 6K · 📈) - Parameterize, execute, and analyze notebooks. BSD-3
  • Stencila (🥈29 · ⭐ 800 · 📈) - Documents with Scientific Intelligence. Apache-2
  • nbQA (🥈27 · ⭐ 1.1K · 📈) - Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter.. MIT
  • Bash Kernel (🥇26 · ⭐ 710 · 📈) - A bash kernel for IPython. BSD-3
  • SciJava Kernel (🥉18 · ⭐ 180 · 💀) - [RETIRED] Try IJava or BeakerX. 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 Book (🥇33 · ⭐ 3.9K · 📉) - Create beautiful, publication-quality books and documents.. BSD-3
  • OAuthenticator (🥇29 · ⭐ 420 · 📉) - OAuth + JupyterHub Authenticator = OAuthenticator. BSD-3
  • JupyterLab Debugger (🥇28 · ⭐ 14K · 💀) - A visual debugger for Jupyter notebooks, consoles,.. BSD-3
  • JupyterLab LSP (🥇28 · ⭐ 1.8K · 📉) - Coding assistance for JupyterLab (code navigation + hover.. BSD-3
  • responsible-ai-widgets (🥈24 · ⭐ 1.4K · 📉) - Responsible AI Toolbox is a suite of tools providing.. MIT

Update: 2025.01.02

02 Jan 19:07
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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.

  • nbconvert (🥇39 · ⭐ 1.8K · 📈) - Jupyter Notebook Conversion. BSD-3
  • jupyter_server (🥉37 · ⭐ 490 · 📈) - The backendi.e. core services, APIs, and REST endpointsto.. BSD-3
  • nikola (🥈31 · ⭐ 2.6K · 📈) - A static website and blog generator. MIT
  • bqplot (🥈30 · ⭐ 3.6K · 📈) - Plotting library for IPython/Jupyter notebooks. Apache-2
  • clojupyter (🥉18 · ⭐ 840 · 📈) - a Jupyter kernel for Clojure. 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.

  • evidently (🥇35 · ⭐ 5.6K · 📉) - Evidently is an open-source ML and LLM observability.. Apache-2
  • jupyter-matplotlib (🥇32 · ⭐ 1.6K · 📉) - Matplotlib Jupyter Integration. BSD-3
  • watermark (🥈24 · ⭐ 910 · 📉) - An IPython magic extension for printing date and time stamps,.. BSD-3
  • ipyvuetify (🥈24 · ⭐ 350 · 📉) - Jupyter widgets based on vuetify UI components. MIT
  • SciJava Kernel (🥉14 · ⭐ 180 · 💀) - [RETIRED] Try IJava or BeakerX. Apache-2

Update: 2024.12.19

19 Dec 15:02
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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.

  • Jupytext (🥇35 · ⭐ 6.7K · 📈) - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts. MIT
  • Perspective (🥇34 · ⭐ 8.7K · 📈) - A data visualization and analytics component, especially.. Apache-2
  • nbdime (🥈33 · ⭐ 2.7K · 📈) - Tools for diffing and merging of Jupyter notebooks. BSD-3
  • jupyter-matplotlib (🥇33 · ⭐ 1.6K · 📈) - Matplotlib Jupyter Integration. BSD-3
  • ipydatagrid (🥈26 · ⭐ 590 · 📈) - Fast Datagrid widget for the Jupyter Notebook and 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.

Update: 2024.12.12

13 Dec 10:44
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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 (🥇40 · ⭐ 660 · 📈) - IPython Kernel for Jupyter. BSD-3
  • nbdev (🥇33 · ⭐ 5K · 📈) - Create delightful software with Jupyter Notebooks. Apache-2
  • nikola (🥈30 · ⭐ 2.6K · 📈) - A static website and blog generator. MIT
  • Mapbox GL (🥉24 · ⭐ 670 · 💀) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook. MIT
  • pick (🥈22 · ⭐ 720 · 💀) - Customize your kernels on Launch!. 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.

  • Jupytext (🥇33 · ⭐ 6.7K · 📉) - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts. MIT
  • facets-overview (🥈27 · ⭐ 7.4K · 💀) - Visualizations for machine learning datasets. Apache-2
  • sos (🥈27 · ⭐ 280 · 📉) - SoS workflow system for daily data analysis. BSD-3
  • BatchSpawner (🥈22 · ⭐ 190 · 💤) - Custom Spawner for Jupyterhub to start servers in batch.. BSD-3
  • nbstata (🥉15 · ⭐ 29 · 📉) - A Jupyter kernel for Stata built on pystata. ❗️GPL-3.0

Update: 2024.12.05

06 Dec 09:26
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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.

📉 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 (🥇36 · ⭐ 650 · 📉) - IPython Kernel for Jupyter. BSD-3
  • nbdev (🥈28 · ⭐ 4.9K · 📉) - Create delightful software with Jupyter Notebooks. Apache-2
  • nikola (🥈26 · ⭐ 2.6K · 📉) - A static website and blog generator. MIT
  • pick (🥈18 · ⭐ 720 · 💀) - Customize your kernels on Launch!. BSD-3
  • colabcode (🥉14 · ⭐ 2.1K · 📉) - Run VSCode (codeserver) on Google Colab or Kaggle Notebooks. MIT