dannykamenov/UNI-ML-EXAM

Machine learning exam for my university class using IrisModel from sklearn datasets!

Python

My ML App - Daniel Kamenov F97131

Steps to create Docker image and run the container

Build the Docker image:
```
docker build -t uni-ml-exam-main .
```
Run the Docker container:
```
docker run -p 80:80 uni-ml-exam-main
```
Access the API: - The API will be accessible at http://localhost:80 - Use Postman to send a POST request to http://localhost:80/predict with the following JSON body:
```
{
    "data": [
        [5.1, 3.5, 1.4, 0.2],
        [6.7, 3.1, 4.7, 1.5],
        [5.9, 3.0, 5.1, 1.8]
    ]
}
```

Running Tests

Install pytest:
```
pip install pytest
```
Run the tests:
```
pytest tests/
```