energy_fault_detector.config.config

Configuration object for anomaly detection

class Config(config_filename=None, config_dict=None)

Bases: BaseConfig

Configuration class. Either config_filename or config_dict must be provided. Reads a yaml files with the anomaly detection configuration and sets corresponding settings.

property angle_columns: List[str]: List of angle columns.

property arcana_params: Dict[str, Any]: Get the ARCANA parameters.

property data_clipping: bool: Whether to clip training data.

property data_clipping_params: Dict[str, Any]: Data clipping parameters.

property data_split_params: Dict[str, Any]: DataSplitter or train_test_split parameters.

property fit_threshold_on_val: bool: Whether to fit threshold on validation data only.

property max_criticality: int | None: Max criticality value.

property root_cause_analysis: bool: Whether to run ARCANA.

property verbose: int: Verbosity Level of the Autoencoder.