red-wine-mm 0.0.1

A red wine classification model

Productionized Titanic Classification Model Package

Run With Tox (Recommended)

• Download the data from: https://www.openml.org/data/get_csv/16826755/phpMYEkMl
• Save the file as raw.csv in the classification_model/datasets directory
• pip install tox
• Make sure you are in the assignment-section-05 directory (where the tox.ini file is) then run the command: tox (this runs the tests and typechecks, trains the model under the hood). The first time you run this it creates a virtual env and installs dependencies, so takes a few minutes.

Run Without Tox

• Download the data from: https://www.openml.org/data/get_csv/16826755/phpMYEkMl
• Save the file as raw.csv in the classification_model/datasets directory
• Add assignment-section-05 and classification_model paths to your system PYTHONPATH
• pip install -r requirements/test_requirements
• Train the model: python classification_model/train_pipeline.py
• Run the tests pytest tests