House Price Prediction API

A beginner Machine Learning API built using:

• FastAPI
• NumPy
• Scikit-learn
• JSON

Features

• Train Linear Regression Model
• Predict House Prices
• JSON Request/Response
• Swagger Documentation

Train Model

python train_model.py

Run API

uvicorn app.main:app --reload

Swagger Docs

http://127.0.0.1:8000/docs

Example Request

{
    "area": 1500,
    "bedrooms": 3
}

Example Response

{
    "predicted_price": 350000
}