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Streamlit Web Guide

1) Install

In project root:

  • pip install -r requirements.txt

2) Run Web App

  • streamlit run scripts/streamlit_web_app.py

3) Features

  • Manual input prediction
  • CSV batch prediction
  • Multi-model comparison
  • Custom model upload (.pkl)
  • Output table with model average
  • Export prediction CSV

4) Notes

  • Built-in model list excludes composite_model.pkl.
  • CSV must contain required feature columns shown in the app.
  • If a model lacks feature metadata, app falls back to config features.