---
title: Bank Churn Simple App
emoji: 🏦
colorFrom: blue
colorTo: indigo
sdk: docker
app_port: 7860
pinned: false
---

# Bank Churn Simple App

A minimal Hugging Face Docker Space version designed to avoid long startup times.

## What this version includes
- Single prediction
- CSV batch prediction
- Very small dependency set
- No pipeline
- No SHAP
- No charts
- No background image
- No notebook execution

## Why this version is more stable
This app uses a lightweight rule-based churn score instead of training or loading a heavy model at startup.

## Upload to Hugging Face
Upload the extracted files directly so the top level contains:

- `app.py`
- `Dockerfile`
- `requirements.txt`
- `README.md`

Do not upload an extra outer folder layer.