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Data Visualization
Gradio Pyscript

Gradio Pyscript

Cluster data points using KMeans

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What is Gradio Pyscript ?

Gradio Pyscript is a powerful tool that enables the creation of web-based interfaces for data visualization and analysis. It combines the simplicity of PyScript, which allows Python code to run directly in web browsers, with the robust UI components of Gradio. This makes it ideal for developers and data scientists to build interactive, in-browser applications for visualizing and analyzing data.

Features

• Real-Time Data Visualization: Generate interactive visualizations directly in the browser.
• In-Browser Execution: Run Python code and see results immediately without leaving the browser.
• Interactive UI Components: Utilize sliders, dropdowns, and other components to create dynamic interfaces.
• Customizable Visualizations: Tailor visualizations to meet specific needs using various customization options.
• Integration with Popular Libraries: Compatibility with libraries like Plotly for enhanced visualization capabilities.

How to use Gradio Pyscript ?

  1. Install Gradio Pyscript: Install the library using pip: pip install gradio and pip install pyscript.
  2. Import the Library: Add import gradio as gr and import pyscript as ps to your Python script.
  3. Define Your Data: Prepare and preprocess your data for visualization.
  4. Create UI Components: Use Gradio's components like gr.Number(label="K value", value=3) for user inputs.
  5. Add Event Handlers: Define functions to handle user inputs and generate visualizations.
  6. Run the Application: Launch the app with if __name__ == "__main__": demo.launch().

Frequently Asked Questions

What is Gradio Pyscript?
Gradio Pyscript is a tool for creating web-based interfaces that run Python code in the browser, specifically designed for data visualization and analysis.

How do I install Gradio Pyscript?
Install Gradio Pyscript using pip: pip install gradio and pip install pyscript.

What is the main use case for Gradio Pyscript?
Its primary use case is for building interactive, in-browser data visualization and analysis applications.

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