Anomaly detectors#

Base#

CollectiveAnomalyDetector()

Base class for collective anomaly detectors.

SubsetCollectiveAnomalyDetector()

Base class for subset collective anomaly detectors.

PointAnomalyDetector()

Base class for point anomaly detectors.

Collective anomaly detectors#

CAPA([collective_saving, point_saving, ...])

Collective and point anomaly detection.

CircularBinarySegmentation([anomaly_score, ...])

Circular binary segmentation algorithm for multiple collective anomaly detection.

StatThresholdAnomaliser(change_detector, ...)

Anomaly detection based on thresholding the values of segment statistics.

Subset collective anomaly detectors#

MVCAPA([collective_saving, point_saving, ...])

Subset multivariate collective and point anomaly detection.