Aug 05, 2022
Jupyter Widgets are interactive browser controls for Jupyter notebooks. Examples include:
Basic form controls like sliders, checkboxes, text inputs
Container controls like tabs, accordions, horizontal and vertical layout boxes, grid layouts
Advanced controls like maps, 2d and 3d visualizations, datagrids, and more
Notebooks come alive when interactive widgets are used. Users can visualize and manipulate their data in intuitive and easy ways. Researchers can easily see how changing inputs to a model impact the results. Scientists can share interactive results with graphical user interfaces that others can play with without seeing code. Exploring, learning, and sharing becomes a fun immersive experience.
Try it online
This documentation contains a thorough description of the core Jupyter widgets package and several examples.
Core Jupyter Widgets
Jupyter Widgets is primarily a framework to provide interactive controls (see
Simple Widget Introduction for more information). The
also provides a basic, lightweight set of core form controls that use this
framework. These included controls include a text area, text box, select and
multiselect controls, checkbox, sliders, tab panels, grid layout, etc.
See the Jupyter Widgets wiki page for more information about custom widget packages built on top of the Jupyter Widgets framework.
Jupyter Widgets components
The Jupyter Widgets framework has several components:
A package in the kernel to provide an interface for widgets. The
ipywidgetsPython package provides Jupyter Widgets for the IPython kernel. Other kernels may also provide Jupyter Widgets support.
An extension for the browser Jupyter frontend to manage Jupyter Widgets. Installing
ipywidgetsautomatically installs extensions for JupyterLab and Jupyter Notebook (the
widgetsnbextensionpackages). The Jupyter Widgets project also maintains a plain HTML interface for embedding Jupyter Widgets on a webpage, and many other frontends support Jupyter Widgets.
See the Jupyter Widgets wiki page for more information from the community about kernels and frontends that support Jupyter Widgets, as well as some custom widget packages built on top of the Jupyter Widgets framework.
- Simple Widget Introduction
- Widget List
- Output widgets: leveraging Jupyter’s display system
- Widget Events
- Layout of Jupyter widgets
- Styling of Jupyter widgets
- Using Layout Templates
- Building a Custom Widget - Email widget
- Using Interact
- Low Level Widget Explanation
- Asynchronous Widgets
- Embedding Jupyter Widgets in Other Contexts than the Notebook