Check the service https://firast-app.herokuapp.com/
Given certain values of different ingridents used you can predict the possible quality of the wine. It ranges between 5-9, where 5 is okay and 9 is extraordinary.
To get things started follow the instructions.
Creating a Virtual Envirnment
virtualenv mlops
Activating the envirnment(windows)
mlops\Scripts\activate
Installing the requirements
pip install -r requirements.txt
Create the necessary folders and files
python template.py
tox commands
tox
rebuilding
tox -r
pytest commands
pytest -v
setup commands
pip install -e .
Building the package
python setup.py sdist bdist_wheel