energy_fault_detector.core.model_factory

class ModelFactory(config)

Bases: object

Initialize the ModelFactory with a given configuration.

Parameters:: config (Config) – Configuration object containing model parameters.

property anomaly_score: AnomalyScore

Get the anomaly score model.

Returns:: The initialized anomaly score model.
Return type:: AnomalyScore

property autoencoder: Autoencoder

Get the autoencoder model.

Returns:: The initialized autoencoder model.
Return type:: Autoencoder

property data_preprocessor: DataPreprocessor

Get the data preprocessor model.

Returns:: The initialized data preprocessor model.
Return type:: DataPreprocessor

property threshold_selector: ThresholdSelector

Get the threshold selector model.

Returns:: The initialized threshold selector model.
Return type:: ThresholdSelector