Advanced Example

This example demonstrates a more complex Gradio application with multiple interactive components, callbacks, and data analysis running on nanoHUB.

Interactive Data Analysis Dashboard

This example creates an advanced data analysis dashboard with:

• Multiple analysis views using tabs

• Interactive component callbacks

• Real-time data visualization

• Statistical analysis (correlation, regression)

• Dataframe inspection

Setup

%load_ext nanohubgradio
%set_gradio_env

Key Advanced Features

CheckboxGroup for Multi-Select

features = gr.CheckboxGroup(
    choices=['feature_1', 'feature_2', 'feature_3'],
    value=['feature_1'],
    label="Select Features"
)

Allows users to select multiple options with checkboxes.

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• Header bar with nanoHUB branding

• Support and terminate buttons

• Responsive layout for all screen sizes