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metadata 
title: Bank Churn Pro Demo
emoji: 🏦
colorFrom: blue
colorTo: indigo
sdk: docker
app_port: 7860
pinned: false

Bank Churn Pro Demo

A Hugging Face Docker Space for bank customer churn analysis with:

  • Full-screen Bank Churn background UI
  • Pipeline Step 1/2/3 execution log
  • Feature importance chart
  • Churn probability gauge
  • CSV batch prediction
  • SHAP explainability

Included files

  • app.py - Gradio app
  • scripts/pipeline.py - training / artifact generation pipeline
  • data/bankChurn.csv - sample dataset
  • assets/Bank Churn.png - background image

Expected workflow

  1. Open the Space
  2. Go to Pipeline and click Run Pipeline
  3. Wait for the 3-step pipeline to finish
  4. Use Single Prediction, Batch CSV, and Explainability tabs