UI frameworks

Streamlit

Pythonic framework for building data apps and machine learning dashboards in minutes.

Overview

Streamlit turns data scripts into shareable web apps in minutes. It uses a linear execution model, making it incredibly easy to display dataframes, charts, and ML models with minimal boilerplate code, prioritizing speed of iteration over UI customization.

Best for

Data science demos
ML model exploration

Trade-offs

vs Gradio

Streamlit for complete app layouts and dashboards; Gradio for simple, functional UIs specifically for testing ML models.

What XeroHack pre-wires

When you pick Streamlit in the interview, the engine emits these files into your scaffold:

DataGrid
Charts (Matplotlib/Plotly)
File Uploaders

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