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Jupyter Widgets
Jupyter Widgets is a system for providing interactive JavaScript controls for objects in a Jupyter kernel.
Here are some helpful resources about Jupyter widgets and where they are supported. These unofficial lists are maintained by the community at large in hopes they will be helpful. Listing here does not imply endorsement by Project Jupyter. These lists are certainly not comprehensive. Feel free to edit this page to include or update relevant information.
Beyond the basic form controls (sliders, checkboxes, text inputs, date/color pickers, etc.) and containers (tabs, horizontal/vertical boxes, grids) provided by the core ipywidgets project, there are many projects providing custom interactive widgets. Here we list a few. In addition to the projects below, you may also find custom Jupyter Widgets in the jupyter-widgets GitHub topic.
Name | Language | Description |
---|---|---|
bqplot | Python | Python plotting library using d3js |
clustergrammer2 | Python | "Dimensionality-increasing" data visualization tool and interactive WebGL Jupyter widget built for single-cell data. |
glue-jupyter | Python | Glue front-end for multi-dimensional linked-data exploration |
idom-jupyter | Python | A client for IDOM |
ipycanvas | Python | An HTML Canvas Widget for displaying and interacting with 2d graphics |
ipycytoscape | Python | Visualize node-edge graphs with Cytoscape |
ipydagred3 | Python | drawing directed acyclic graphs using dagre-d3 |
ipydatagrid | Python | Fast Datagrid widget |
ipydatawidgets | Python | A set of widgets to help facilitate reuse of large datasets across widgets |
ipydatetime | Python | Date/time pickers for ipywidgets 7 only (these widgets are included in ipywidgets 8 core widgets) |
ipyevents | Python | Capture and interact with DOM Events in Python |
ipyfilechooser | Python | A file browser widget yielding the path and filename of the chosen file |
ipyflex | Python | WYSIWYG layout editor for Jupyter Widgets |
ipygany | Python | Scientific Visualization in Jupyter |
ipyleaflet | Python | Geographic maps using leaflet |
ipymaterialui | Python | Jupyter Widgets based on React Material UI components |
ipympl | Python | The Maptlotlib interactive backend |
ipyregulartable | Python | High performance, editable, stylable datagrids |
ipysegment | Python | manual image segmentation |
ipysheet | Python | Jupyter handsontable integration |
ipytone | Python | Interactive Audio in Jupyter |
ipytree | Python | A Tree Widget using jsTree |
ipyvolume | Python | 3D plotting in Jupyter |
ipyvue | Python | Jupyter widgets base for Vue libraries |
ipyvuetify | Python | Jupyter widgets based on vuetify UI components which implement Google's Material Design Spec with the Vue.js framework |
ipywebrtc | Python | Create and record/stream a variety of media streams, such as videos, images, your own webcam, etc. |
itkwidgets | Python | Visualize images, point sets, and meshes in 2D and 3D |
jdaviz | Python | Astronomical data analysis visualization tools |
jupyter_bokeh | Python | An extension for rendering Bokeh content in JupyterLab notebooks |
jupyter-innotater | Python | Annotate data including image bounding boxes inline |
jupyter-jsmol | Python | A JSmol viewer widget for 3d chemical structures |
jupyter-scatter | Python | Interactive 2D scatter plot widget scaling to millions of points |
kepler.gl | Python | Geospatial analysis tool for large-scale data sets. |
lineup_widget | Python | Create, visualize and explore rankings of items based on a set of heterogeneous attributes using LineUp.js |
mito | Python | A spreadsheet that generates Pandas code for every edit |
mpl-interactions | Python | Helpful ways to interact with Matplotlib plots. |
panel | Python | A high-level app and dashboarding solution for Python |
psplay | Python | Interactive power spectrum code |
pythreejs | Python | 3D library using three.js |
pyvipr | Python | dynamic and static visualizations of systems biology models written in PySB, BNGL, and SBML |
pywwt | Python | Python interface to the AAS WorldWide Telescope |
qsl | Python | A quick and simple tool for labeling images, videos and time series data. |
react-ipywidgets | Python | A way to write reusable components in a React-like way, to make Python-based UI's using the ipywidgets ecosystem (ipywidgets, ipyvolume, bqplot, threejs, leaflet, ipyvuetify, ...) |
trident-chemwidgets | Python | Interact with molecular datasets |
VegaFusion | Python | Serverside acceleration for the Vega visualization grammar |
widget-periodictable | Python | Select chemical elements from the periodic table. |
xcanvas | C++ | A Canvas Widget |
xwidgets | C++ | The C++ counterpart for ipywidgets |
fastplotlib | Python | A fast plotting library built using the pygfx render engine utilizing Vulkan via WGPU |
pygfx | Python | A python render engine targeting Vulkan/Metal/DX12. |
wgpu | Python | A Python implementation of WebGPU - the next generation GPU API. |
jupyter_rfb | Python | Remote Frame Buffer for Jupyter |
Name | Package to install | Core widget support | Custom widget support | Examples | Notes |
---|---|---|---|---|---|
JupyterLab |
jupyterlab-widgets (ipywidgets installs this automatically) |
✅ | ✅ | ||
Jupyter Notebook |
widgetsnbextension (ipywidgets installs this automatically) |
✅ | ✅ | ||
JupyterLite | none | ✅ | ✅ | Examples | |
VS Code | none | ✅ | ✅ | ||
Google Colab | none | ✅ | ✅ | Example | |
CoCalc | none | ✅ | partial | ||
Databricks | none | ✅ | partial | Examples | |
JetBrains Datalore | none | ✅ | none |
Name | Language | Package to install | Core widget support | Custom widget support | Examples | Notes |
---|---|---|---|---|---|---|
IPython/ipykernel | Python | ipywidgets |
✅ | ✅ | ||
xeus-python | Python | ipywidgets |
✅ | ✅ | ||
xeus-cling | C++ | xwidgets |
✅ | ✅ |
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