_Model |-- _NonTrainableModel | |-- _NonTrainableUnivariateModel | | |-- _NonTrainableUnivariateDetector | | | └-- ThresholdAD | | | | | └-- _NonTrainableUnivariateTransformer | | |-- RollingAggregate | | |-- DoubleRollingAggregate | | |-- Retrospect | | └-- StandardScale | | | └-- _NonTrainableMultivariateModel | └-- _NonTrainableMultivariateTransformer | └-- SumAll | |-- _TrainableModel | |-- _TrainableUnivariateModel | | |-- _TrainableUnivariateDetector | | | |-- QuantileAD | | | |-- InterQuartileRangeAD | | | |-- GeneralizedESDTestAD | | | |-- PersistAD | | | |-- LevelShiftAD | | | |-- VolatilityShiftAD | | | |-- SeasonalAD | | | |-- AutoregressionAD | | | └-- CustomizedDetector1D | | | | | └-- _TrainableUnivariateTransformer | | |-- ClassicSeasonalDecomposition | | └-- CustomizedTransformer1D | | | └-- _TrainableMultivariateModel | |-- _TrainableMultivariateDetector | | |-- MinClusterDetector | | |-- OutlierDetector | | |-- RegressionAD | | |-- PcaAD | | └-- CustomizedDetectorHD | | | └-- _TrainableMultivariateTransformer | |-- RegressionResidual | |-- PcaProjection | |-- PcaReconstruction | |-- PcaReconstructionError | └-- CustomizedTransformerHD | └-- _Aggregator |-- AndAggregator |-- OrAggregator └-- CustomizedAggregator