Experiment Settings

class supernnova.utils.experiment_settings.ExperimentSettings(cli_args, action=None)

Bases: object

Mother class to control experiment parameters

This class is responsible for the following

• Defining paths and model names

• Choosing the device on which to run computations

• Specifying all hyperparameters such as model configuration, datasets, features etc

Parameters:

cli_args (argparse.Namespace) –

set_training_setting()

Init settings needed for training and the following actions

check_data_exists()

Utility to check the database has been built