Anomaly detectors#

Base#

BaseSegmentAnomalyDetector()

Base class for segment anomaly detectors.

Segment anomaly detectors#

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

The collective and point anomaly (CAPA) detection algorithm.

CircularBinarySegmentation([anomaly_score, ...])

Circular binary segmentation algorithm for multiple segment anomaly detection.

StatThresholdAnomaliser(change_detector, ...)

Anomaly detection based on thresholding the values of segment statistics.

Segment anomaly detectors with variable identification#

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

Subset multivariate collective and point anomaly detection.