Update: 2021.05.13

📈 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 (🥇31 · ⭐ 7.3K · 📈) - Create HTML profiling reports from pandas DataFrame.. MIT
• panel (🥈30 · ⭐ 1.1K · 📈) - A high-level app and dashboarding solution for Python. BSD-3
• nbgrader (🥈24 · ⭐ 1K · 📈) - A system for assigning and grading notebooks. BSD-3
• Apache Toree (🥇23 · ⭐ 670 · 📈) - Jupyter kernel for Apache Spark. Apache-2
• VSCode Jupyter (🥉18 · ⭐ 280 · 📈) - 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.

• JupyterHub (🥈29 · ⭐ 6.5K · 📉) - Multi-user server for Jupyter notebooks. BSD-3
• Jupyter Book (🥈27 · ⭐ 2.2K · 📉) - Build interactive, publication-quality documents from.. BSD-3
• PixieDust (🥈26 · ⭐ 1K · 📉) - Python Helper library for Jupyter Notebooks. Apache-2
• JupyterLab Git (🥇26 · ⭐ 860 · 📉) - A Git extension for JupyterLab. BSD-3
• JupyterLab Commenting (🥉14 · ⭐ 79 · 💤) - Commenting and annotation for JupyterLab. BSD-3

➕ Added Projects

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

• lux (🥈23 · ⭐ 2.3K · ➕) - Python API for Intelligent Visual Data Discovery. Apache-2

Update: 2021.04.29

📈 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 Git (🥇27 · ⭐ 850 · 📈) - A Git extension for JupyterLab. BSD-3
• jupyter-server-proxy (🥇25 · ⭐ 160 · 📈) - Jupyter notebook server extension to proxy web.. BSD-3
• LDAP Authenticator (🥇24 · ⭐ 150 · 📈) - LDAP Authenticator Plugin for Jupyter. BSD-3
• Mapbox GL (🥈23 · ⭐ 560 · 📈) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook. MIT
• Kernel Gateway (🥇22 · ⭐ 340 · 📈) - Jupyter Kernel Gateway. 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.

• bqplot (🥇28 · ⭐ 3.1K · 📉) - Plotting library for IPython/Jupyter notebooks. Apache-2
• mkdocs-jupyter (🥉18 · ⭐ 48 · 📉) - Use Jupyter Notebook in mkdocs. Apache-2
• nbgather (🥉16 · ⭐ 380 · 💀) - Spit shine for Jupyter notebooks. MIT
• Kernel Management (🥉14 · ⭐ 10 · 💀) - Experimental new kernel management framework for Jupyter. BSD-3
• Hash Authenticator (🥉13 · ⭐ 3 · 📉) - Authenticate users with passwords generated from their.. BSD-3

Update: 2021.04.22

📈 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 (🥇30 · ⭐ 7.2K · 📈) - Create HTML profiling reports from pandas DataFrame.. MIT
• LDAP Authenticator (🥇23 · ⭐ 150 · 📈) - LDAP Authenticator Plugin for Jupyter. BSD-3
• Mapbox GL (🥈22 · ⭐ 560 · 📈) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook. MIT
• Kernel Gateway (🥈21 · ⭐ 340 · 📈) - Jupyter Kernel Gateway. BSD-3
• GPU Dashboards (🥈18 · ⭐ 390 · 📈) - A JupyterLab extension for displaying dashboards of GPU.. 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.

• nbzip (🥉16 · ⭐ 67 · 💀) - Zips and downloads all the contents of a jupyter notebook. Apache-2

Update: 2021.04.15

📈 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.

• nbconvert (🥇35 · ⭐ 1.1K · 📈) - Jupyter Notebook Conversion. BSD-3
• nbdime (🥈28 · ⭐ 2K · 📈) - Tools for diffing and merging of Jupyter notebooks. BSD-3
• qgrid (🥈26 · ⭐ 2.6K · 💤) - An interactive grid for sorting, filtering, and editing DataFrames.. Apache-2
• scrapbook (🥈22 · ⭐ 210 · 📈) - A library for recording and reading data in notebooks. BSD-3
• WrapSpawner (🥉14 · ⭐ 40 · 📈) - Mechanism for runtime configuration of spawners for JupyterHub. 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.

• ipyparallel (🥈26 · ⭐ 1.9K · 📉) - Interactive Parallel Computing in Python. BSD-3

Update: 2021.04.08

📈 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 · ⭐ 11K · 📈) - JupyterLab computational environment. BSD-3
• Jupytext (🥇30 · ⭐ 4.4K · 📈) - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts. MIT
• bqplot (🥇30 · ⭐ 3K · 📈) - Plotting library for IPython/Jupyter notebooks. Apache-2
• Jupyter Book (🥇29 · ⭐ 2.2K · 📈) - Build interactive, publication-quality documents from.. BSD-3
• Contrib NBextensions (🥇28 · ⭐ 4.5K · 📈) - A collection of various notebook extensions for.. 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-execute-time (🥉15 · ⭐ 120 · 📉) - Execute Time Plugin for Jupyter Lab. BSD-3

➕ Added Projects

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

• jupyterlab-executor (🥉10 · ⭐ 4 · 🐣) - JupyterLab extension to execute the scripts from the.. BSD-3

Update: 2021.04.01

📈 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.

• ipywebrtc (🥈24 · ⭐ 170 · 📈) - WebRTC for Jupyter notebook/lab. MIT
• jupyter-console (🥉24 · ⭐ 160 · 📈) - Jupyter Terminal Console. BSD-3
• JupyterLab Renderers (🥇22 · ⭐ 400 · 📈) - Renderers and renderer extensions for JupyterLab. BSD-3
• JupyterLab Drawio (🥈19 · ⭐ 450 · 📈) - A standalone embedding of the FOSS drawio / mxgraph.. BSD-3
• Horizon Theme (🥉14 · ⭐ 27 · 📈) - VSCode Horizon Theme port 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.

• JupyterLab (🥇36 · ⭐ 11K · 📉) - JupyterLab computational environment. BSD-3
• nbconvert (🥇34 · ⭐ 1.1K · 📉) - Jupyter Notebook Conversion. BSD-3
• Contrib NBextensions (🥈21 · ⭐ 4.5K · 💀) - A collection of various notebook extensions for.. ❗Unlicensed
• jupyter-packaging (🥉20 · ⭐ 26 · 📉) - Tools to help build and install Jupyter Python packages. BSD-3
• sphinxcontrib.jupyter (🥉16 · ⭐ 67 · 💤) - A Sphinx Extension for Generating Jupyter Notebooks. BSD-3

➕ Added Projects

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

• D-Tale (🥈23 · ⭐ 2.2K · ➕) - Visualizer for Pandas Data Structures. ❗️LGPL-2.1
• VSCode Jupyter (🥉16 · ⭐ 240 · ➕) - VS Code Jupyter extension. ❗Unlicensed

Update: 2021.03.11

📈 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.

• JupyterLab TOC (🥇28 · ⭐ 11K · 📈) - Table of Contents extension for JupyterLab. BSD-3
• ipyleaflet (🥇28 · ⭐ 1.1K · 📈) - A Jupyter - Leaflet.js bridge. MIT
• jupyter-packaging (🥉24 · ⭐ 24 · 📈) - Tools to help build and install Jupyter Python packages. BSD-3
• jupyter-dash (🥈23 · ⭐ 450 · 📈) - Develop Dash apps in the Jupyter Notebook and JupyterLab. MIT
• Hash Authenticator (🥉13 · ⭐ 3 · 📈) - Authenticate users with passwords generated from their.. 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.

• nikola (🥇28 · ⭐ 2.1K · 📉) - A static website and blog generator. MIT
• jupyterlab-sparkmonitor (🥉15 · ⭐ 45 · 💤) - JupyterLab extension that enables monitoring launched.. Apache-2
• jupyter-fs (🥉13 · ⭐ 80 · 📉) - A filesystem-like contents manager for multiple backends in.. Apache-2
• FargateSpawner (🥉12 · ⭐ 22 · 💤) - Spawns JupyterHub single user servers in Docker containers.. MIT

Update: 2021.03.04

📈 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.

• jupyter-packaging (🥉23 · ⭐ 24 · 📈) - Tools to help build and install Jupyter Python packages. BSD-3
• colabcode (🥉21 · ⭐ 1.2K · 🐣) - Run VSCode (codeserver) on Google Colab or Kaggle Notebooks. MIT
• Mapbox GL (🥉21 · ⭐ 560 · 💀) - Use Mapbox GL JS to visualize data in a Python Jupyter notebook. MIT
• JupyterLab GitHub (🥈19 · ⭐ 270 · 💤) - GitHub integration for JupyterLab. BSD-3
• ipytree (🥉16 · ⭐ 66 · 📈) - A Tree Widget using Jupyter-widgets protocol and jsTree. 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.

• panel (🥈28 · ⭐ 960 · 📉) - A high-level app and dashboarding solution for Python. BSD-3
• BeakerX (🥈25 · ⭐ 2.5K · 📉) - Beaker Extensions for Jupyter Notebook. Apache-2
• IJavascript (🥇21 · ⭐ 1.5K · 📉) - IJavascript is a javascript kernel for the Jupyter notebook. BSD-3
• Jupyter Sphinx (🥈21 · ⭐ 100 · 📉) - Sphinx extension for rendering of Jupyter interactive.. BSD-3
• ipysheet (🥉20 · ⭐ 390 · 💤) - Jupyter handsontable integration. MIT

Update: 2021.02.25

📈 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.

• pythreejs (🥈26 · ⭐ 700 · 📈) - A Jupyter - Three.js bridge. BSD-3
• JupyterLab Debugger (🥇24 · ⭐ 470 · 📈) - A visual debugger for Jupyter notebooks, consoles,.. BSD-3
• JupyterLab LSP (🥇23 · ⭐ 750 · 📈) - Coding assistance for JupyterLab (code navigation + hover.. BSD-3
• jupyter-packaging (🥉22 · ⭐ 24 · 📈) - Tools to help build and install Jupyter Python packages. BSD-3
• nbtutor (🥉20 · ⭐ 370 · 📈) - Visualize Python code execution (line-by-line) in Jupyter Notebook.. 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 (🥇34 · ⭐ 2.1K · 📉) - Interactive Widgets for the Jupyter Notebook. BSD-3
• jupyter-server-proxy (🥇24 · ⭐ 150 · 📉) - Jupyter notebook server extension to proxy web.. BSD-3
• Kernel Gateway (🥈19 · ⭐ 330 · 📉) - Jupyter Kernel Gateway. BSD-3
• SQLCell (🥉13 · ⭐ 140 · 📉) - SQLCell is a magic function for the Jupyter Notebook that executes.. MIT

Update: 2021.02.18

📈 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.

• panel (🥈29 · ⭐ 950 · 📈) - A high-level app and dashboarding solution for Python. BSD-3
• facets-overview (🥈25 · ⭐ 6.5K · 📈) - Visualizations for machine learning datasets. Apache-2
• qgrid (🥈25 · ⭐ 2.5K · 💤) - An interactive grid for sorting, filtering, and editing DataFrames.. Apache-2
• jupyter-server-proxy (🥇25 · ⭐ 150 · 📈) - Jupyter notebook server extension to proxy web.. BSD-3
• SAML Authenticator (🥉13 · ⭐ 28 · 💤) - 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.

• IHaskell (🥈20 · ⭐ 2.2K · 📉) - A Haskell kernel for IPython. MIT
• LTI Authenticator (🥈19 · ⭐ 37 · 📉) - A JupyterHub authenticator for LTI. BSD-3
• dask-labextension (🥈18 · ⭐ 210 · 📉) - JupyterLab extension for Dask. BSD-3
• JupyterLab Go-To-Definition (🥈16 · ⭐ 180 · 💤) - Navigate to variable's definition with a click in.. BSD-3
• Collapsible Headings (🥈16 · ⭐ 100 · 📉) - Implements Collapsible Headers for Jupyter Lab.. BSD-3