Update: 2022.01.06

📈 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.

• watermark (🥈24 · ⭐ 580 · 📈) - An IPython magic extension for printing date and time stamps,.. BSD-3
• gophernotes (🥈22 · ⭐ 3.1K · 💤) - The Go kernel for Jupyter notebooks and nteract. MIT
• IRkernel (🥈22 · ⭐ 1.5K · 📈) - R kernel for Jupyter. MIT
• sos (🥉22 · ⭐ 210 · 📈) - SoS workflow system for daily data analysis. BSD-3
• xeus-cling (🥈19 · ⭐ 2.1K · 📈) - Jupyter kernel for the C++ programming language. 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 · ⭐ 12K · 💤) - A visual debugger for Jupyter notebooks, consoles,.. BSD-3
• OAuthenticator (🥇25 · ⭐ 330 · 📉) - OAuth + JupyterHub Authenticator = OAuthenticator. BSD-3
• jupyter-dash (🥈23 · ⭐ 640 · 💤) - Develop Dash apps in the Jupyter Notebook and JupyterLab. MIT
• JupyterLab SideCar (🥈17 · ⭐ 190 · 📉) - A sidecar output widget for JupyterLab. BSD-3
• jupyterlab-gitplus (🥉10 · ⭐ 89 · 📉) - JupyterLab extension to create GitHub commits & pull.. ❗️AGPL-3.0

Update: 2021.12.30

📈 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 (🥇37 · ⭐ 12K · 📈) - JupyterLab computational environment. BSD-3
• nikola (🥇29 · ⭐ 2.2K · 📈) - A static website and blog generator. MIT
• itables (🥉20 · ⭐ 220 · 📈) - Interactive Tables in Jupyter. MIT
• retrolab (🥉20 · ⭐ 220 · 📈) - JupyterLab distribution with a retro look and feel. BSD-3
• ipysigma (🥉12 · ⭐ 31 · 💀) - A custom Jupyter widget library to display graphs using sigma.js. 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.

• lux (🥈24 · ⭐ 3.2K · 📉) - Automatically visualize your pandas dataframe via a single print!. Apache-2
• Matlab Kernel (🥉16 · ⭐ 410 · 💀) - Jupyter Kernel for Matlab. BSD-3
• igv.js widget (🥉15 · ⭐ 140 · 📉) - Extension for Jupyter Notebook which integrates igv.js. MIT
• JupyterLab Commenting (🥉14 · ⭐ 86 · 💀) - Commenting and annotation for JupyterLab. BSD-3
• CAS Authenticator (🥉10 · ⭐ 16 · 💀) - CAS authenticator for Jupyterhub. ❗️GPL-3.0

Update: 2021.12.23

📈 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.

• nbgitpuller (🥈22 · ⭐ 150 · 📈) - Jupyter server extension to sync a git repository one-way to a.. BSD-3
• Jupyter Sphinx (🥈22 · ⭐ 130 · 📈) - Sphinx extension for rendering of Jupyter interactive.. BSD-3
• treon (🥉19 · ⭐ 280 · 💀) - Easy to use test framework for Jupyter Notebooks. MIT
• ipycache (🥉17 · ⭐ 120 · 💀) - Defines a %%cache cell magic in the IPython notebook to cache.. BSD-3
• ipymaterialui (🥉14 · ⭐ 74 · 💀) - Jupyter Widgets based on React Material UI components. 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 (🥇31 · ⭐ 12K · 📉) - JupyterLab computational environment. BSD-3
• ipyparallel (🥈26 · ⭐ 2.1K · 📉) - IPython Parallel: Interactive Parallel Computing in Python. BSD-3
• qgrid (🥈24 · ⭐ 2.8K · 💀) - An interactive grid for sorting, filtering, and editing DataFrames.. Apache-2
• jupyter_server (🥉22 · ⭐ 280 · 📉) - The backendi.e. core services, APIs, and REST endpointsto.. BSD-3
• evidently (🥉14 · ⭐ 1.8K · 📉) - Interactive reports to analyze machine learning models during.. Apache-2

Update: 2021.12.16

📈 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.

• nikola (🥇28 · ⭐ 2.2K · 📈) - A static website and blog generator. MIT
• ipython-sql (🥇28 · ⭐ 1.5K · 📈) - %%sql magic for IPython, hopefully evolving into full SQL client. MIT
• ipyparallel (🥈27 · ⭐ 2.1K · 📈) - IPython Parallel: Interactive Parallel Computing in Python. BSD-3
• JupyterLab LSP (🥇26 · ⭐ 1.1K · 📈) - Coding assistance for JupyterLab (code navigation + hover.. BSD-3
• nbval (🥈26 · ⭐ 360 · 💤) - A py.test plugin to validate 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.

• IPython Kernel (🥇31 · ⭐ 440 · 📉) - IPython Kernel for Jupyter. BSD-3
• Jupyter Client (🥇28 · ⭐ 250 · 📉) - Jupyter protocol client APIs. BSD-3
• jupyter_server (🥉23 · ⭐ 280 · 📉) - The backendi.e. core services, APIs, and REST endpointsto.. BSD-3
• nbgitpuller (🥈21 · ⭐ 150 · 📉) - Jupyter server extension to sync a git repository one-way to a.. BSD-3
• jupyter-packaging (🥉19 · ⭐ 42 · 📉) - Tools to help build and install Jupyter Python packages. BSD-3

Update: 2021.12.09

📈 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 (🥇37 · ⭐ 12K · 📈) - JupyterLab computational environment. BSD-3
• Jupyter Themes (🥇26 · ⭐ 8.9K · 📈) - Custom Jupyter Notebook Themes. MIT
• pythreejs (🥈25 · ⭐ 770 · 📈) - A Jupyter - Three.js bridge. BSD-3
• pick (🥈21 · ⭐ 400 · 💀) - Customize your kernels on Launch!. BSD-3
• ipyexperiments (🥉16 · ⭐ 140 · 📈) - jupyter/ipython experiment containers for GPU and.. 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 (🥇27 · ⭐ 2.2K · 📉) - A static website and blog generator. MIT
• ipython-sql (🥇27 · ⭐ 1.5K · 📉) - %%sql magic for IPython, hopefully evolving into full SQL client. MIT
• JupyterLab LSP (🥇25 · ⭐ 1.1K · 📉) - Coding assistance for JupyterLab (code navigation + hover.. BSD-3
• nbval (🥈25 · ⭐ 360 · 💤) - A py.test plugin to validate Jupyter notebooks. BSD-3
• Resource Usage (🥈20 · ⭐ 280 · 📉) - Jupyter Notebook Extension for monitoring your own Resource.. BSD-2

Update: 2021.12.02

📈 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.

• facets-overview (🥈26 · ⭐ 6.7K · 💤) - Visualizations for machine learning datasets. Apache-2
• JupyterLab LSP (🥇26 · ⭐ 1.1K · 📈) - Coding assistance for JupyterLab (code navigation + hover.. BSD-3
• Octave Kernel (🥈21 · ⭐ 380 · 📈) - An Octave kernel for IPython. BSD-3
• JupyterLab GitHub (🥈20 · ⭐ 300 · 📈) - GitHub integration for JupyterLab. BSD-3
• Rsession Proxy (🥈19 · ⭐ 80 · 📈) - Jupyter extensions for running an RStudio rsession proxy. 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 (🥇32 · ⭐ 12K · 📉) - JupyterLab computational environment. BSD-3
• jupyter-server-proxy (🥈23 · ⭐ 190 · 📉) - Jupyter notebook server extension to proxy web.. BSD-3
• Jupyter Sphinx (🥉20 · ⭐ 130 · 📉) - Sphinx extension for rendering of Jupyter interactive.. BSD-3
• Matlab Kernel (🥉16 · ⭐ 410 · 💀) - Jupyter Kernel for Matlab. BSD-3
• ipyexperiments (🥉14 · ⭐ 140 · 📉) - jupyter/ipython experiment containers for GPU and.. Apache-2

Update: 2021.11.25

📈 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 (🥇25 · ⭐ 260 · 📈) - Jupyter/IPython Kernel Tools. BSD-3
• nbQA (🥉21 · ⭐ 360 · 📈) - Run isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter Notebooks. MIT
• itables (🥉19 · ⭐ 210 · 💤) - Interactive Tables in Jupyter. MIT
• Spark Monitor (🥈19 · ⭐ 160 · 💤) - Monitor Apache Spark from Jupyter Notebook. Apache-2
• Content Management (🥉17 · ⭐ 75 · 💀) - Jupyter Content Management Extensions. 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.

• D-Tale (🥈25 · ⭐ 2.8K · 📉) - Visualizer for Pandas Data Structures. ❗️LGPL-2.1
• Native Authenticator (🥈19 · ⭐ 46 · 📉) - JupyterHub-native User Authenticator https://native-.. BSD-3
• JupyterLab Spellchecker (🥈18 · ⭐ 130 · 📉) - Spellchecker for JupyterLab notebook markdown cells.. BSD-3
• Remote Authenticator (🥉11 · ⭐ 1 · 📉) - A collection of JupyterHub Authenticators, including.. ❗️GPL-3.0

Update: 2021.11.17

📈 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.

• pandas-profiling (🥇34 · ⭐ 8.2K · 📈) - Create HTML profiling reports from pandas DataFrame.. MIT
• JupyterLab Debugger (🥇29 · ⭐ 12K · 💤) - A visual debugger for Jupyter notebooks, consoles,.. BSD-3
• ipyparallel (🥈27 · ⭐ 2.1K · 📈) - IPython Parallel: Interactive Parallel Computing in Python. BSD-3
• notedown (🥈22 · ⭐ 780 · 💀) - Markdown = IPython Notebook. BSD-2
• heat (🥈19 · ⭐ 960 · 📈) - IPython magic command to profile and view your python code as a heat map. 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.

• Jupytext (🥈27 · ⭐ 4.9K · 📉) - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts. MIT
• Voila (🥈27 · ⭐ 3.7K · 📉) - Voil turns Jupyter notebooks into standalone web applications. BSD-3
• qgrid (🥈24 · ⭐ 2.8K · 💀) - An interactive grid for sorting, filtering, and editing DataFrames.. Apache-2
• mkdocs-jupyter (🥉16 · ⭐ 82 · 📉) - Use Jupyter Notebook in mkdocs. Apache-2
• jupyter-notify (🥉14 · ⭐ 540 · 💤) - A Jupyter Notebook magic for browser notifications of cell.. BSD-3

➕ Added Projects

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

• dtale (🥇25 · ⭐ 2.8K · ➕) - Visualizer for pandas data structures. ❗️LGPL-2.1

Update: 2021.08.26

📈 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.

• DataLab (🥈27 · ⭐ 960 · 📈) - Interactive tools and developer experiences for Big Data on.. Apache-2
• JupyterLab LSP (🥇25 · ⭐ 1K · 📈) - Coding assistance for JupyterLab (code navigation + hover.. BSD-3
• bookstore (🥉19 · ⭐ 170 · 💀) - Notebook storage and publishing workflows for the masses. BSD-3
• evidently (🥉15 · ⭐ 1.3K · 📈) - Interactive reports to analyze machine learning models during.. Apache-2
• jupyterlite (🥉8 · ⭐ 30 · 🐣) - Wasm powered Jupyter running in the browser. 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 Themes (🥇26 · ⭐ 8.7K · 📉) - Custom Jupyter Notebook Themes. MIT
• repo2docker (🥈22 · ⭐ 1.2K · 📉) - Turn repositories into Jupyter-enabled Docker images. BSD-3
• watermark (🥈22 · ⭐ 550 · 📉) - An IPython magic extension for printing date and time stamps,.. BSD-3
• scrapbook (🥉19 · ⭐ 220 · 📉) - A library for recording and reading data in notebooks. BSD-3
• VSCode Jupyter (🥉16 · ⭐ 400 · 📉) - VS Code Jupyter extension. MIT

Update: 2021.07.15

📈 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-matplotlib (🥇29 · ⭐ 1.1K · 📈) - Matplotlib Jupyter Integration. BSD-3
• Jupyter Themes (🥇28 · ⭐ 8.6K · 📈) - Custom Jupyter Notebook Themes. MIT
• D-Tale (🥈25 · ⭐ 2.5K · 📈) - Visualizer for Pandas Data Structures. ❗️LGPL-2.1
• DockerSpawner (🥈23 · ⭐ 380 · 📈) - Spawns JupyterHub single user servers in Docker containers. BSD-3
• VSCode Jupyter (🥉18 · ⭐ 340 · 📈) - VS Code Jupyter extension. 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.

• nbgitpuller (🥈22 · ⭐ 130 · 📉) - Jupyter server extension to sync a git repository one-way to a.. BSD-3
• Enterprise Gateway (🥈20 · ⭐ 440 · 📉) - A lightweight, multi-tenant, scalable and secure.. BSD-3