Commands

The Makefile contains the central entry points for common tasks related to this project. This commands can be ran instead of using notebooks.

Data scripts

  • make data will use src.data.make_dataset module to load raw data and create stratified splits.

Model scripts

  • make train will use src.models.train_model to train on processed data and save serialized model.
  • make predict will use src.models.train_model to train on processed data and save serialized model.
  • make estimate will use src.models.train_model to train on processed data and save serialized model.