# 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)