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---
title: Math Score ML Project
emoji: 📊
colorFrom: blue
colorTo: purple
sdk: docker
app_file: app.py
pinned: false
---
# Math Score Predictor
A machine learning project to predict math scores based on student attributes and test preparation.
## Features
- Predicts math scores using reading and writing scores plus student demographics
- Built with Flask and scikit-learn
- Docker containerized for easy deployment
## How to Run Locally
```bash
pip install -r requirements.txt
python app.py
```
Then visit `http://localhost:7860`
## API Usage
Send a POST request to `/predict` with JSON data:
```json
{
"gender": "male",
"race": "group A",
"parental_education": "some high school",
"lunch": "standard",
"test_preparation_course": "none",
"reading_score": 72,
"writing_score": 74
}
``` |