mlrl.testbed.experiments.context module

Author Michael Rapp (michael.rapp.ml@gmail.com)

Provides classes for specifying the aspects of an experiment’s state that should be taken into account for finding a suitable source or sink for handling data.

class mlrl.testbed.experiments.context.Context(include_dataset_type: bool = True, include_prediction_scope: bool = True, include_fold: bool = True)

Bases: object

Specifies the aspects of an experiment’s state that should be taken into account for finding a suitable source or sink for handling data.

Attributes:

include_dataset_type: True, if the type of the dataset should be taken into account, False otherwise include_prediction_scope: True, if the scope of predictions should be taken into account, False otherwise include_fold: True, if the cross validation fold should be taken into account, False otherwise

include_dataset_type: bool = True

include_fold: bool = True

include_prediction_scope: bool = True