Update: 2022.06.23

📈 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.

• qtconsole (🥇37 · ⭐ 320 · 📈) - Jupyter Qt Console. BSD-3
• jupyter_server (🥉35 · ⭐ 320 · 📈) - The backendi.e. core services, APIs, and REST endpointsto.. BSD-3
• nbdime (🥈29 · ⭐ 2.2K · 📈) - Tools for diffing and merging of Jupyter notebooks. BSD-3
• DockerSpawner (🥈27 · ⭐ 420 · 📈) - Spawns JupyterHub single user servers in Docker containers. BSD-3
• jupyterlab-theme-solarized-dark (🥈13 · ⭐ 63 · 📈) - JupyterLab 2/3 Solarized Dark extension. 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.

• nbconvert (🥇36 · ⭐ 1.3K · 📉) - Jupyter Notebook Conversion. BSD-3
• Jupytext (🥈32 · ⭐ 5.4K · 📉) - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts. MIT
• Metakernel (🥇27 · ⭐ 280 · 📉) - Jupyter/IPython Kernel Tools. BSD-3
• jupyter-packaging (🥉25 · ⭐ 57 · 📉) - Tools to help build and install Jupyter Python packages. BSD-3
• pyforest (🥈19 · ⭐ 970 · 💤) - pyforest - feel the bliss of automated imports. MIT

➕ Added Projects

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

• ipyvizzu (🥉20 · ⭐ 420 · 🐣) - ipyvizzu is the Jupyter Notebook integration of Vizzu. Apache-2
• jupyverse (🥉16 · ⭐ 110 · ➕) - A Jupyter server based on FastAPI. ❗️BSD-1-Clause

Update: 2022.06.16

📈 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.

• ipywidgets (🥇39 · ⭐ 2.5K · 📈) - Interactive Widgets for the Jupyter Notebook. BSD-3
• nbconvert (🥇37 · ⭐ 1.3K · 📈) - Jupyter Notebook Conversion. BSD-3
• ipython-sql (🥇31 · ⭐ 1.5K · 📈) - %%sql magic for IPython, hopefully evolving into full SQL client. MIT
• BeakerX (🥈29 · ⭐ 2.7K · 💀) - Beaker Extensions for Jupyter Notebook. Apache-2
• almond (🥇24 · ⭐ 1.4K · 📈) - A Scala kernel for Jupyter. 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 (🥈30 · ⭐ 2.2K · 📉) - IPython Parallel: Interactive Parallel Computing in.. ❗Unlicensed
• RISE (🥈28 · ⭐ 3.3K · 📉) - RISE: Live Reveal.js Jupyter/IPython Slideshow Extension. BSD-3
• nbdime (🥈28 · ⭐ 2.2K · 📉) - Tools for diffing and merging of Jupyter notebooks. BSD-3
• gophernotes (🥈23 · ⭐ 3.3K · 📉) - The Go kernel for Jupyter notebooks and nteract. MIT
• IHaskell (🥈23 · ⭐ 2.4K · 📉) - A Haskell kernel for the Jupyter project. MIT

Update: 2022.06.09

📈 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.

• OAuthenticator (🥇30 · ⭐ 340 · 📈) - OAuth + JupyterHub Authenticator = OAuthenticator. BSD-3
• evidently (🥈25 · ⭐ 2.4K · 📈) - Evaluate and monitor ML models from validation to production... Apache-2
• IHaskell (🥇24 · ⭐ 2.4K · 📈) - A Haskell kernel for the Jupyter project. MIT
• jdaviz (🥉24 · ⭐ 58 · 📈) - JWST astronomical data analysis tools in the Jupyter platform. BSD-3
• easyexplore (🥉13 · ⭐ 3 · 📈) - Toolbox for easy and effective data exploration in Python. ❗️GPL-3.0

📉 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 · ⭐ 95 · 📉) - A client library for executing notebooks. Formally nbconverts.. BSD-3
• Jupyter Book (🥈29 · ⭐ 2.9K · 📉) - Create beautiful, publication-quality books and documents.. BSD-3
• jupyter-console (🥈27 · ⭐ 190 · 📉) - Jupyter Terminal Console. BSD-3
• jupyter-server-proxy (🥈25 · ⭐ 230 · 📉) - Jupyter notebook server extension to proxy web.. BSD-3
• nbQA (🥉22 · ⭐ 500 · 📉) - Run isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter Notebooks. MIT

Update: 2022.06.02

📈 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.

• nbdev (🥇34 · ⭐ 3.3K · 📈) - Create delightful python projects using Jupyter Notebooks. Apache-2
• Metakernel (🥇28 · ⭐ 280 · 📈) - Jupyter/IPython Kernel Tools. BSD-3
• jupyter-packaging (🥉26 · ⭐ 57 · 📈) - Tools to help build and install Jupyter Python packages. BSD-3
• jupyterlab-flake8 (🥉15 · ⭐ 100 · 💤) - Jupyterlab python linter for notebooks and text files.. BSD-3
• KnowledgeLab (🥉15 · ⭐ 45 · 📈) - KnowledgeRepo + 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.

• Jupyter (🥇43 · ⭐ 10K · 📉) - Jupyter Interactive Notebook. BSD-3
• Docker Stacks (🥈30 · ⭐ 7K · 📉) - Ready-to-run Docker images containing Jupyter applications. BSD-3
• RISE (🥈29 · ⭐ 3.3K · 📉) - RISE: Live Reveal.js Jupyter/IPython Slideshow Extension. BSD-3
• ipython-sql (🥇28 · ⭐ 1.5K · 📉) - %%sql magic for IPython, hopefully evolving into full SQL client. MIT
• Rsession Proxy (🥉18 · ⭐ 89 · 📉) - Jupyter extensions for running an RStudio rsession proxy. BSD-3

Update: 2022.05.26

📈 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.

• Perspective (🥇32 · ⭐ 4.5K · 📈) - A data visualization and analytics component, especially.. Apache-2
• OAuthenticator (🥇29 · ⭐ 340 · 📈) - OAuth + JupyterHub Authenticator = OAuthenticator. BSD-3
• pythreejs (🥈27 · ⭐ 820 · 📈) - A Jupyter - Three.js bridge. BSD-3
• BinderHub (🥈24 · ⭐ 2.1K · 📈) - Run your code in the cloud, with technology so advanced, it.. BSD-3
• mercury (🥈23 · ⭐ 1.5K · 🐣) - Convert Python notebook to web app and share with others. ❗Unlicensed

📉 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.

• bokeh (🥇43 · ⭐ 16K · 📉) - Interactive Data Visualization in the browser, from Python. BSD-3
• qtconsole (🥇36 · ⭐ 310 · 📉) - Jupyter Qt Console. BSD-3
• ipydatagrid (🥉21 · ⭐ 230 · 📉) - Fast Datagrid widget for the Jupyter Notebook and JupyterLab. BSD-3
• JupyterLab Templates (🥈20 · ⭐ 300 · 📉) - Support for jupyter notebook templates in jupyterlab. Apache-2
• naas (🥉20 · ⭐ 190 · 📉) - Schedule notebooks, run them like APIs, expose securely your.. ❗️AGPL-3.0

Update: 2022.05.19

📈 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.

• bokeh (🥇44 · ⭐ 16K · 📈) - Interactive Data Visualization in the browser, from Python. BSD-3
• jupyter_server (🥉32 · ⭐ 310 · 📈) - The backendi.e. core services, APIs, and REST endpointsto.. BSD-3
• JupyterLab (🥈31 · ⭐ 12K · 📈) - JupyterLab computational environment. BSD-3
• nbgrader (🥇28 · ⭐ 1.1K · 📈) - A system for assigning and grading notebooks. BSD-3
• fastpages (🥈25 · ⭐ 3.2K · 📈) - An easy to use blogging platform, with enhanced support for.. 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.

• ipywidgets (🥇38 · ⭐ 2.5K · 📉) - Interactive Widgets for the Jupyter Notebook. BSD-3
• Voila (🥇33 · ⭐ 4.1K · 📉) - Voil turns Jupyter notebooks into standalone web applications. BSD-3
• papermill (🥇31 · ⭐ 4.7K · 📉) - Parameterize, execute, and analyze notebooks. BSD-3
• evidently (🥈24 · ⭐ 2.4K · 📉) - Evaluate and monitor ML models from validation to production... Apache-2
• nglview (🥈24 · ⭐ 550 · 📉) - Jupyter widget to interactively view molecular structures and.. MIT

Update: 2022.05.12

📈 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 (🥇38 · ⭐ 8.9K · 📈) - Create HTML profiling reports from pandas DataFrame.. MIT
• qtconsole (🥇37 · ⭐ 310 · 📈) - Jupyter Qt Console. BSD-3
• nbgrader (🥈27 · ⭐ 1.1K · 📈) - A system for assigning and grading notebooks. BSD-3
• Metakernel (🥇26 · ⭐ 280 · 📈) - Jupyter/IPython Kernel Tools. BSD-3
• IHaskell (🥇24 · ⭐ 2.4K · 📈) - A Haskell kernel for the Jupyter project. 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.

• nbconvert (🥇36 · ⭐ 1.3K · 📉) - Jupyter Notebook Conversion. BSD-3
• nbformat (🥇33 · ⭐ 170 · 📉) - Reference implementation of the Jupyter Notebook format. BSD-3
• nteract (🥈32 · ⭐ 5.8K · 📉) - The interactive computing suite for you!. BSD-3
• ipyparallel (🥇32 · ⭐ 2.2K · 📉) - IPython Parallel: Interactive Parallel Computing in Python. BSD-3
• lux (🥈27 · ⭐ 3.9K · 📉) - Automatically visualize your pandas dataframe via a single print!. Apache-2

Update: 2022.05.05

📈 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 (🥇37 · ⭐ 8.9K · 📈) - Create HTML profiling reports from pandas DataFrame.. MIT
• papermill (🥇32 · ⭐ 4.7K · 📈) - Parameterize, execute, and analyze notebooks. BSD-3
• nbclient (🥈32 · ⭐ 91 · 📈) - A client library for executing notebooks. Formally nbconverts.. BSD-3
• sos (🥈30 · ⭐ 220 · 📈) - SoS workflow system for daily data analysis. BSD-3
• easyexplore (🥉11 · ⭐ 3 · 📈) - Toolbox for easy and effective data exploration in Python. ❗️GPL-3.0

📉 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.

• bokeh (🥇43 · ⭐ 16K · 📉) - Interactive Data Visualization in the browser, from Python. BSD-3
• ipyparallel (🥇33 · ⭐ 2.2K · 📉) - IPython Parallel: Interactive Parallel Computing in Python. BSD-3
• bqplot (🥈31 · ⭐ 3.3K · 📉) - Plotting library for IPython/Jupyter notebooks. Apache-2
• ipyvolume (🥈26 · ⭐ 1.7K · 📉) - 3d plotting for Python in the Jupyter notebook based on IPython.. MIT
• ipyvuetify (🥉20 · ⭐ 250 · 📉) - Jupyter widgets based on vuetify UI components. MIT

Update: 2022.04.28

📈 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 (🥇44 · ⭐ 9.9K · 📈) - Jupyter Interactive Notebook. BSD-3
• sparkmagic (🥇31 · ⭐ 1.1K · 📈) - Jupyter magics and kernels for working with remote Spark.. BSD-3
• jupyter-dash (🥈29 · ⭐ 720 · 📈) - Develop Dash apps in the Jupyter Notebook and JupyterLab. MIT
• Resource Usage (🥈23 · ⭐ 310 · 📈) - Jupyter Notebook Extension for monitoring your own Resource.. BSD-2
• SystemdSpawner (🥉19 · ⭐ 77 · 📈) - Spawn JupyterHub single-user notebook servers with systemd. 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.

• papermill (🥈31 · ⭐ 4.7K · 📉) - Parameterize, execute, and analyze notebooks. BSD-3
• JupyterLab (🥈30 · ⭐ 12K · 📉) - JupyterLab computational environment. BSD-3
• repo2docker (🥈28 · ⭐ 1.3K · 📉) - Turn repositories into Jupyter-enabled Docker images. BSD-3
• DockerSpawner (🥈25 · ⭐ 420 · 📉) - Spawns JupyterHub single user servers in Docker containers. BSD-3
• gophernotes (🥈23 · ⭐ 3.2K · 📉) - The Go kernel for Jupyter notebooks and nteract. MIT

Update: 2022.04.21

📈 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.

• nikola (🥇33 · ⭐ 2.3K · 📈) - A static website and blog generator. MIT
• pythreejs (🥈27 · ⭐ 810 · 📈) - A Jupyter - Three.js bridge. BSD-3
• gmaps (🥉24 · ⭐ 730 · 💀) - Google maps for Jupyter notebooks. BSD-3
• Code Formatter (🥈22 · ⭐ 520 · 📈) - A JupyterLab plugin to facilitate invocation of code.. MIT
• nbtutor (🥉22 · ⭐ 400 · 📈) - 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.

• JupyterHub (🥈39 · ⭐ 7K · 📉) - Multi-user server for Jupyter notebooks. BSD-3
• Voila (🥇34 · ⭐ 4K · 📉) - Voil turns Jupyter notebooks into standalone web applications. BSD-3
• jupyter-matplotlib (🥈31 · ⭐ 1.3K · 📉) - Matplotlib Jupyter Integration. BSD-3
• retrolab (🥉23 · ⭐ 240 · 📉) - JupyterLab distribution with a retro look and feel. BSD-3
• ipyvuetify (🥉22 · ⭐ 250 · 📉) - Jupyter widgets based on vuetify UI components. MIT

➕ Added Projects

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

• StickyLand (🥉14 · ⭐ 220 · 🐣) - Break the linear presentation of Jupyter Notebooks with sticky.. BSD-3