Cluster data points using KMeans
Generate detailed data reports
Browse and submit evaluation results for AI benchmarks
Evaluate LLMs using Kazakh MC tasks
Generate detailed data reports
Explore and filter model evaluation results
Display document size plots
Build, preprocess, and train machine learning models
Generate a data report using the pandas-profiling tool
Try the Hugging Face API through the playground
Display a welcome message on a webpage
Open Agent Leaderboard
Monitor application health
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.
• 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.
pip install gradio
and pip install pyscript
.import gradio as gr
and import pyscript as ps
to your Python script.gr.Number(label="K value", value=3)
for user inputs.if __name__ == "__main__": demo.launch()
.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.