MODULE REFERENCE
base
anomx.detection.baseNative anomaly scoring and decision contracts.
Public exports
Import these names directly from anomx.detection.base.
AdaptiveThresholdDetectorDecide with a threshold derived from the observed score distribution.
BaseDetectorConvert continuous scores into decisions or anomaly events.
BaseScorerConvert model outputs into standardized anomaly scores.
BoundaryScorerScore anomalies from distances to a learned normality boundary.
ChangePointDetectorDecide by detecting distribution shifts in the score sequence.
CompositeScorerCombine the scores of several child scorers into one score column.
DetectorConvert continuous scores into decisions or anomaly events.
DirectDataScorerScore anomalies directly on the observations without a model output.
EventAggregationDetectorAggregate raw decisions into interval events with severity.
LikelihoodScorerScore anomalies from estimated likelihoods.
ReconstructionScorerScore anomalies from reconstruction errors.
RepresentationScorerScore anomalies from latent-space distances or densities.
ResidualScorerScore anomalies from prediction or forecast residuals.
ScorerConvert model outputs into standardized anomaly scores.
StaticThresholdDetectorDecide with a fixed, configured threshold.
StatisticalDetectorDecide with statistical tests or control-chart rules.