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Site Navigation
Getting Started
How-to
Explanation
Component Gallery
App Gallery
More
API Reference
Upgrade Guide
FAQ
About
Developer Guide
GitHub
Twitter
Discourse
Discord
FOR USERS
Getting Started
Installation
Build an app
Core Concepts
How-to
Prepare to develop
Develop in a notebook
Display Output in Notebooks
Develop in other notebook environments
Develop in an editor
Develop Apps in an Editor
Write apps in Markdown
Build apps
Construct individual components
Construct Panes
Access Pane Type
Access and Set Widget Values
Add or Remove Components from Panels
Styling components
Apply a Design
Toggling themes
Apply CSS
Customize Loading Icon
Control Visibility
Interactivity
Add interactivity to a function
Add interactivity with generators
Add reactivity to components
Make interactive data workflows
Arranging components
Customize Spacing
Align Components
Control Size
Use specialized UIs and APIs
Build a sequential UI
Create a
Pipeline
Customize
Pipeline
Layout
Control
Pipeline
Flow
Build custom components
Combine Existing Components
Build Components from Scratch
Explicitly link parameters (Callbacks API)
Create High-Level Python Links with
.link
Create Low-Level Python Links Using
.watch
Link Two Objects in Javascript
Link Plot Parameters in Javascript
Link Many Objects in Javascript
Generate UIs from declared parameters (Declarative API)
Generate Widgets from
Parameters
Declare Custom Widgets
Declare parameter dependencies
Create nested UIs
Manage session tasks
Register Session Callbacks
Use Asynchronous Callbacks
Defer Long Running Tasks to Improve the User Experience
Run Tasks at Session Start or End
Periodically Run Callbacks
Schedule Global Tasks
Modify Bokeh Models
Access Session State
Access and Manipulate the URL
Access HTTP Request State
Access Busyness state
Test and debug
Enable profiling and debugging
Enable the admin panel
Profile your Application
View application logs
Set up testing for an application
Test functionality and performance
Test UI rendering
Test operating capacity
Prepare to share
Apply Templates
Set a Template
Arrange Components in a Template
Toggle Modal
Customize Template Theme
Build a Custom Template
Improve Performance
Reuse sessions
Enable Throttling
Cache Data
Manually Cache
Automatically Cache
Improve Scalability
Load balancing
Launch multiple processes
Enable Automatic Threading
Use Asynchronous Processing
Add Authentication
Configuring Basic Authentication
Configuring OAuth
OAuth Providers
Accessing User information
Share your work
Configure the server
Launching a server on the commandline
Launching a server dynamically
Serving multiple applications
Connect to a remote server via SSH
Configuring a reverse proxy
Serving static files
Integrate with other servers
Integrating Panel with Flask
Integrating Panel with FastAPI
Running Panel apps inside Django
Deploy applications
Microsoft Azure
MyBinder
Google Cloud Platform (GCP)
Heroku
Hugging Face
Export apps
Embedding state
Save App to File
Access the Bokeh Model
Run panel in WebAssembly
Converting Panel applications
Using Panel in Pyodide & PyScript
Embedding in Sphinx documentation
Setting up JupyterLite
Migrate to Panel
Migrate from Streamlit
Get Started migrating from Streamlit to Panel
Displaying Content with Panes
Organize Components with Layouts
Accepting User Inputs with Widgets
Organize and Style with Templates
Show Activity
Add Interactivity with
pn.bind
Improve the performance with Caching
Session State
Multi Page Apps
Explanation
APIs
API context
Reactive API
Declarative API
Callbacks
Components
Components overview
Custom components
Linking
Panel and JS communications
Styling
Templates
Dependencies
Panel and Param
Panel and Bokeh
Technology comparisons
Panel vs Dash
Panel vs ipywidgets
Panel vs Voila
Panel vs Streamlit
Panel vs JavaScript
Panel vs Bokeh
Component Gallery
Panes
Alert
Audio
Bokeh
DataFrame
DeckGL
ECharts
Folium
GIF
HTML
HoloViews
IPyWidget
Image
JPG
JSON
LaTeX
Markdown
Matplotlib
PDF
PNG
Param
Perspective
Plotly
Reacton
SVG
Str
Streamz
VTK
VTKJS
VTKVolume
Vega
Video
Vizzu
Layouts
Accordion
Card
Column
Divider
FlexBox
FloatPanel
GridBox
GridSpec
GridStack
Row
Swipe
Tabs
WidgetBox
Templates
Bootstrap
FastGridTemplate
FastListTemplate
GoldenLayout
Material
React
Slides
Vanilla
Global
Notifications
Indicators
BooleanStatus
Dial
Gauge
LinearGauge
LoadingSpinner
Number
Progress
TooltipIcon
Tqdm
Trend
Widgets
ArrayInput
AutocompleteInput
Button
ChatBox
CheckBoxGroup
CheckButtonGroup
Checkbox
CodeEditor
ColorPicker
CrossSelector
DataFrame
DatePicker
DateRangeSlider
DateSlider
DatetimeInput
DatetimePicker
DatetimeRangeInput
DatetimeRangePicker
DatetimeRangeSlider
Debugger
DiscretePlayer
DiscreteSlider
EditableFloatSlider
EditableIntSlider
EditableRangeSlider
FileDownload
FileInput
FileSelector
FloatInput
FloatSlider
IntInput
IntRangeSlider
IntSlider
JSONEditor
LiteralInput
MenuButton
MultiChoice
MultiSelect
PasswordInput
Player
RadioBoxGroup
RadioButtonGroup
RangeSlider
Select
SpeechToText
StaticText
Switch
Tabulator
Terminal
TextAreaInput
TextEditor
TextInput
TextToSpeech
Toggle
ToggleGroup
VideoStream
App Gallery
Portfolio Optimizer
Streaming Videostream
Windturbines
Portfolio Analyzer
Glaciers
Vtk Slicer
Nyc Deckgl
Gapminders
Vtk Interactive
Penguin Crossfilter
Deckgl Game Of Life
Hvplot Explorer
Xgboost Classifier
Altair Brushing
Vtk Warp
Iris Kmeans
Penguin Kmeans
API Reference
Cheat Sheet
Config
State
panel.io Package
panel.layout Package
panel.pane Package
panel.vtk Package
param Module
pipeline Module
panel.template Package
panel.bootstrap Package
panel.fast Package
panel.grid Package
panel.list Package
panel.golden Package
panel.material Package
panel.react Package
panel.slides Package
panel.vanilla Package
panel.util Package
viewable Module
panel.widgets Package
Upgrade Guide
FAQ
About
Releases
FOR DEVELOPERS
Developer Guide
Testing
How-to
Migrate to Panel
.. raw:: html
Migrate to Panel
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