timeseria.models.anomaly_detectors

Anomaly detection models.

Classes

AnomalyDetector()

A generic anomaly detection model.

ModelBasedAnomalyDetector([model, models, ...])

An anomaly detection model based on another model.

PeriodicAverageAnomalyDetector([model, ...])

An anomaly detection model based on a periodic average forecaster.

LSTMAnomalyDetector([model, models, ...])

An anomaly detection model based on a LSTM neural network forecaster.

LinearRegressionAnomalyDetector([model, ...])

An anomaly detection model based on a linear regression forecaster.