ml_streamlit/docs/index.md

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# Streamlit Score Predictor
## Overview
This is a Streamlit application that predicts test scores based on the number of hours studied. The application uses a pre-trained linear regression model to make predictions.
## Features
- Simple, user-friendly web interface built with Streamlit
- Test score prediction based on study hours
- Interactive input controls
- Immediate prediction results
## Architecture
The application is built using:
- Streamlit for the web interface
- Scikit-learn for the machine learning model (Linear Regression)
- Joblib for model loading
## Documentation
- [Application Guide](application-guide.md)
- [Model Information](model-info.md)
- [Getting Started](getting-started.md)