MODULE REFERENCE

base

anomx.detection.base

Native anomaly scoring and decision contracts.

Public exports

Import these names directly from anomx.detection.base.

AdaptiveThresholdDetector

Decide with a threshold derived from the observed score distribution.

BaseDetector

Convert continuous scores into decisions or anomaly events.

BaseScorer

Convert model outputs into standardized anomaly scores.

BoundaryScorer

Score anomalies from distances to a learned normality boundary.

ChangePointDetector

Decide by detecting distribution shifts in the score sequence.

CompositeScorer

Combine the scores of several child scorers into one score column.

Detector

Convert continuous scores into decisions or anomaly events.

DirectDataScorer

Score anomalies directly on the observations without a model output.

EventAggregationDetector

Aggregate raw decisions into interval events with severity.

LikelihoodScorer

Score anomalies from estimated likelihoods.

ReconstructionScorer

Score anomalies from reconstruction errors.

RepresentationScorer

Score anomalies from latent-space distances or densities.

ResidualScorer

Score anomalies from prediction or forecast residuals.

Scorer

Convert model outputs into standardized anomaly scores.

StaticThresholdDetector

Decide with a fixed, configured threshold.

StatisticalDetector

Decide with statistical tests or control-chart rules.