Update: 2023.12.21

📈 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.

• JupyterLab Debugger (🥇32 · ⭐ 13K · 💀) - A visual debugger for Jupyter notebooks, consoles,.. BSD-3
• jupyter-tensorboard (🥉18 · ⭐ 460 · 💀) - Start Tensorboard in Jupyter Notebook. MIT
• HTTP-over-WebSocket (🥉18 · ⭐ 260 · 💀) - Jupyter support for HTTP-over-ws. Apache-2
• tributary (🥉15 · ⭐ 410 · 📈) - Streaming reactive and dataflow graphs in Python. Apache-2
• PPExtensions (🥉13 · ⭐ 50 · 💀) - Set of iPython and Jupyter extensions to improve user.. 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 Sphinx (🥈23 · ⭐ 170 · 📉) - Sphinx extension for rendering of Jupyter interactive.. BSD-3
• gmaps (🥉20 · ⭐ 760 · 💀) - Google maps for Jupyter notebooks. BSD-3
• JupyterLab TOC (🥈19 · ⭐ 730 · 💀) - Table of Contents extension for JupyterLab. BSD-3
• nbinteract (🥉17 · ⭐ 230 · 💀) - Create interactive webpages from Jupyter Notebooks. BSD-3
• pick (🥉13 · ⭐ 32 · 💀) - Customize your kernels on Launch!. BSD-3

Update: 2023.12.14

📈 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.

• panel (🥇39 · ⭐ 3.4K · 📈) - Panel: The powerful data exploration & web app framework for Python. BSD-3
• ipyleaflet (🥇34 · ⭐ 1.4K · 📈) - A Jupyter - Leaflet.js bridge. MIT
• nbclient (🥇32 · ⭐ 130 · 📈) - A client library for executing notebooks. Formally nbconverts.. BSD-3
• Jupyter Sphinx (🥈27 · ⭐ 170 · 📈) - Sphinx extension for rendering of Jupyter interactive.. BSD-3
• Spark Monitor (🥉18 · ⭐ 170 · 💀) - Monitor Apache Spark from Jupyter Notebook. 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 Client (🥈29 · ⭐ 340 · 📉) - Jupyter protocol client APIs. BSD-3
• JupyterLab Debugger (🥇26 · ⭐ 560 · 💀) - A visual debugger for Jupyter notebooks, consoles,.. BSD-3
• ipyparallel (🥉24 · ⭐ 2.5K · 📉) - IPython Parallel: Interactive Parallel Computing in.. ❗Unlicensed
• ipydagred3 (🥉18 · ⭐ 64 · 📉) - ipywidgets library for drawing directed acyclic graphs in.. Apache-2
• ipyregulartable (🥉17 · ⭐ 94 · 📉) - High performance, editable, stylable datagrids in.. Apache-2

Update: 2023.12.07

📈 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.

• jupyter_server (🥉36 · ⭐ 430 · 📈) - The backendi.e. core services, APIs, and REST endpointsto.. BSD-3
• Jupyter Book (🥈33 · ⭐ 3.6K · 📈) - Create beautiful, publication-quality books and documents.. BSD-3
• BeakerX (🥈28 · ⭐ 2.8K · 💀) - Beaker Extensions for Jupyter Notebook. Apache-2
• itkwidgets (🥈27 · ⭐ 550 · 📈) - An elegant Python interface for visualization on the web.. Apache-2
• .NET Interactive (🥈25 · ⭐ 2.6K · 📈) - .NET Interactive combines the power of .NET with many.. 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.

• nbclient (🥇31 · ⭐ 130 · 📉) - A client library for executing notebooks. Formally nbconverts.. BSD-3
• repo2docker (🥈30 · ⭐ 1.5K · 📉) - Turn repositories into Jupyter-enabled Docker images. BSD-3
• ipyvolume (🥈27 · ⭐ 1.9K · 📉) - 3d plotting for Python in the Jupyter notebook based on IPython.. MIT
• jupyter-console (🥈27 · ⭐ 230 · 💤) - Jupyter Terminal Console. BSD-3
• Metakernel (🥇26 · ⭐ 330 · 📉) - Jupyter/IPython Kernel Tools. BSD-3

Update: 2023.11.30

📈 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.

• ipyvolume (🥈28 · ⭐ 1.9K · 📈) - 3d plotting for Python in the Jupyter notebook based on IPython.. MIT
• ipyvuetify (🥈26 · ⭐ 320 · 📈) - Jupyter widgets based on vuetify UI components. MIT
• nbQA (🥈25 · ⭐ 910 · 📈) - Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter.. MIT
• xeus-python (🥈23 · ⭐ 400 · 📈) - Jupyter kernel for the Python programming language. BSD-3
• ipysigma (🥉20 · ⭐ 140 · 📈) - A Jupyter widget using sigma.js to render interactive networks. 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.

• nteract (🥈33 · ⭐ 6.1K · 📉) - The interactive computing suite for you!. BSD-3
• nglview (🥈26 · ⭐ 740 · 📉) - Jupyter widget to interactively view molecular structures and.. MIT
• ipyvizzu (🥉23 · ⭐ 880 · 📉) - Build animated charts in Jupyter Notebook and similar.. Apache-2
• IHaskell (🥈22 · ⭐ 2.5K · 📉) - A Haskell kernel for the Jupyter project. MIT
• Apache Toree (🥈21 · ⭐ 720 · 📉) - Jupyter kernel for Apache Spark. Apache-2

Update: 2023.11.23

📈 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.

• JupyterLab TOC (🥇28 · ⭐ 13K · 💀) - Table of Contents extension for JupyterLab. BSD-3
• ipydagred3 (🥈25 · ⭐ 2.9K · 📈) - ipywidgets library for drawing directed acyclic graphs in.. Apache-2
• ipyregulartable (🥉24 · ⭐ 2.9K · 📈) - High performance, editable, stylable datagrids in.. Apache-2
• ipyaggrid (🥉16 · ⭐ 39 · 💀) - Jupyter widget - ag-grid in the notebook. MIT
• nb_black (🥉15 · ⭐ 62 · 📈) - A simple extension for Jupyter Notebook and Jupyter Lab to beautify.. 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.

• nbgrader (🥇30 · ⭐ 1.2K · 📉) - A system for assigning and grading notebooks. BSD-3
• ipyvuetify (🥈25 · ⭐ 320 · 📉) - Jupyter widgets based on vuetify UI components. MIT
• Apache Toree (🥈22 · ⭐ 720 · 📉) - Jupyter kernel for Apache Spark. Apache-2
• Jupyter Bokeh (🥈20 · ⭐ 230 · 💤) - An extension for rendering Bokeh content in JupyterLab.. BSD-3
• JupyterLab SideCar (🥈18 · ⭐ 230 · 📉) - A sidecar output widget for JupyterLab. BSD-3

Update: 2023.11.16

📈 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.

• jupyter_server (🥉35 · ⭐ 430 · 📈) - The backendi.e. core services, APIs, and REST endpointsto.. BSD-3
• nbdime (🥈32 · ⭐ 2.5K · 📈) - Tools for diffing and merging of Jupyter notebooks. BSD-3
• Contrib NBextensions (🥇31 · ⭐ 5.1K · 💤) - A collection of various notebook extensions for.. BSD-3
• jupyter-server-proxy (🥈27 · ⭐ 310 · 📈) - Jupyter notebook server extension to proxy web.. BSD-3
• tributary (🥉14 · ⭐ 410 · 📈) - Streaming reactive and dataflow graphs in Python. 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 Client (🥈29 · ⭐ 340 · 📉) - Jupyter protocol client APIs. BSD-3
• ipyparallel (🥈24 · ⭐ 2.5K · 📉) - IPython Parallel: Interactive Parallel Computing in.. ❗Unlicensed
• gmaps (🥉20 · ⭐ 760 · 💀) - Google maps for Jupyter notebooks. BSD-3
• JupyterLab TOC (🥈19 · ⭐ 730 · 💀) - Table of Contents extension for JupyterLab. BSD-3
• pick (🥉13 · ⭐ 32 · 💀) - Customize your kernels on Launch!. BSD-3

Update: 2023.11.09

📈 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 TOC (🥇28 · ⭐ 13K · 💀) - Table of Contents extension for JupyterLab. BSD-3
• Jupyter Themes (🥇28 · ⭐ 9.7K · 📈) - Custom Jupyter Notebook Themes. MIT
• jupyter-console (🥈28 · ⭐ 230 · 💤) - Jupyter Terminal Console. BSD-3
• pivottablejs (🥉23 · ⭐ 600 · 💀) - Dragndrop Pivot Tables and Charts for Jupyter/IPython Notebook,.. MIT
• pick (🥈20 · ⭐ 620 · 💀) - 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.

• JupyterLab Debugger (🥇26 · ⭐ 560 · 💀) - A visual debugger for Jupyter notebooks, consoles,.. BSD-3
• datapane (🥉19 · ⭐ 1.3K · 📉) - Build and share data reports in 100% Python. Apache-2
• Gruvbox Theme (🥉8 · ⭐ 50 · 💀) - Gruvbox dark theme for Jupyter Lab. Modeled on classic.. ❗Unlicensed
• nb_black (🥉6 · 📉) - A simple extension for Jupyter Notebook and Jupyter Lab to beautify.. ❗Unlicensed
• Nord Theme (🥉4 · ⭐ 26 · 💀) - JupyterLab - Nord Theme. ❗Unlicensed

Update: 2023.11.02

📈 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.

• JupyterLab Debugger (🥇32 · ⭐ 13K · 💀) - A visual debugger for Jupyter notebooks, consoles,.. BSD-3
• IRuby (🥈20 · ⭐ 800 · 💤) - Official gem repository: Ruby kernel for Jupyter/IPython Notebook. MIT
• cdsdashboards (🥉17 · ⭐ 200 · 💀) - JupyterHub extension for ContainDS Dashboards. BSD-3
• JupyterLab HDF5 (🥉17 · ⭐ 110 · 📈) - Open and explore HDF5 files in JupyterLab. Can handle very.. BSD-3
• Collapsible Headings (🥉16 · ⭐ 170 · 💀) - Implements Collapsible Headers for Jupyter Lab.. 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.

• ipywidgets (🥇32 · ⭐ 2.9K · 📉) - Interactive Widgets for the Jupyter Notebook. BSD-3
• JupyterLab TOC (🥈19 · ⭐ 730 · 💀) - Table of Contents extension for JupyterLab. BSD-3
• ipydagred3 (🥉18 · ⭐ 62 · 📉) - ipywidgets library for drawing directed acyclic graphs in.. Apache-2
• ipyregulartable (🥉17 · ⭐ 93 · 📉) - High performance, editable, stylable datagrids in.. Apache-2
• ipyaggrid (🥉7 · ⭐ 11 · 💀) - MIT

Update: 2023.10.26

📈 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 (🥇31 · ⭐ 7.4K · 📈) - Python-powered, cross-platform, Unix-gazing shell. ❗️BSD-1-Clause
• Contrib NBextensions (🥇31 · ⭐ 5.1K · 💤) - A collection of various notebook extensions for.. BSD-3
• JupyterLab TOC (🥇28 · ⭐ 13K · 💀) - Table of Contents extension for JupyterLab. BSD-3
• jupyter-server-proxy (🥈27 · ⭐ 310 · 📈) - Jupyter notebook server extension to proxy web.. BSD-3
• datapane (🥉23 · ⭐ 1.3K · 📈) - Build and share data reports in 100% Python. 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 Themes (🥈25 · ⭐ 9.7K · 📉) - Custom Jupyter Notebook Themes. MIT
• ipyvolume (🥉24 · ⭐ 1.9K · 📉) - 3d plotting for Python in the Jupyter notebook based on IPython.. MIT
• IRuby (🥉17 · ⭐ 800 · 💤) - Official gem repository: Ruby kernel for Jupyter/IPython Notebook. MIT
• pick (🥉13 · ⭐ 32 · 💀) - Customize your kernels on Launch!. BSD-3
• tributary (🥉9 · ⭐ 15 · 📉) - Streaming reactive and dataflow graphs in Python. Apache-2

➕ Added Projects

Projects that were recently added to this best-of list.

• nbstata (🥉15 · ⭐ 15 · ➕) - A Jupyter kernel for Stata built on pystata. ❗️GPL-3.0

Update: 2023.10.19

📈 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.

• ipywidgets (🥇38 · ⭐ 2.9K · 📈) - Interactive Widgets for the Jupyter Notebook. BSD-3
• Jupyter Client (🥇34 · ⭐ 330 · 📈) - Jupyter protocol client APIs. BSD-3
• ipyparallel (🥈29 · ⭐ 2.5K · 📈) - IPython Parallel: Interactive Parallel Computing in.. ❗Unlicensed
• ipyregulartable (🥉24 · ⭐ 2.9K · 📈) - High performance, editable, stylable datagrids in.. Apache-2
• ipyaggrid (🥉16 · ⭐ 33 · 💀) - Jupyter widget - ag-grid in the notebook. 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.

• Contrib NBextensions (🥈27 · ⭐ 5.1K · 💤) - A collection of various notebook extensions for.. ❗Unlicensed
• JupyterLab Debugger (🥇26 · ⭐ 560 · 💀) - A visual debugger for Jupyter notebooks, consoles,.. BSD-3
• jupyter-server-proxy (🥈23 · ⭐ 310 · 📉) - Jupyter notebook server extension to proxy web.. BSD-3
• Code Formatter (🥈21 · ⭐ 750 · 📉) - A JupyterLab plugin to facilitate invocation of code.. MIT
• datapane (🥉19 · ⭐ 1.3K · 📉) - Build and share data reports in 100% Python. Apache-2