Predicting Miles Per Gallon

Just a sample ML application on a toy dataset wrapped in a Docker container.

An example of input to Flask service in main.py:

{
    "cylinders": 8,
    "displacement": 307.0,
    "horsepower": 130.0,
    "weight": 3504,
    "acceleration": 12.0,
    "model_year": 70,
    "origin": 1,
    "car_name": "chevrolet chevelle malibu"
}