metadata
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
pip install -r requirements.txt
python app.py
Then visit http://localhost:7860
API Usage
Send a POST request to /predict with JSON data:
{
"gender": "male",
"race": "group A",
"parental_education": "some high school",
"lunch": "standard",
"test_preparation_course": "none",
"reading_score": 72,
"writing_score": 74
}