ml_api

This FastApi API clusterring data from dataset German Credit Risk (see: https://www.kaggle.com/datasets/uciml/german-credit). API uses KMeans method.

Installation

poetry install

Runs

make run_server

Tests

make test

Example request

[
    {
        "id": 0,
        "age": 67,
        "sex": "male",
        "job": 2,
        "housing": "own",
        "save_account": "unknown",
        "check_account": "little",
        "credit_amount": 1169,
        "duration": 6,
        "purpose": "radio\/TV"
    },
    {
        "id": 1,
        "age": 22,
        "sex": "female",
        "job": 2,
        "housing": "own",
        "save_account": "little",
        "check_account": "moderate",
        "credit_amount": 5951,
        "duration": 48,
        "purpose": "radio\/TV"
    }
]

.env example

variable	value
SECRET_KEY
ALGORITHM