MODULE REFERENCE

results

anomx.models.results

Typed model outputs, independent of anomaly decisions.

InferenceKind

InferenceKind

Bases: str, Enum

What kind of output a normality model produces.

FORECASTattribute

FORECAST = 'forecast'

RECONSTRUCTIONattribute

RECONSTRUCTION = 'reconstruction'

EMBEDDINGattribute

EMBEDDING = 'embedding'

DENSITYattribute

DENSITY = 'density'

DISTANCEattribute

DISTANCE = 'distance'

CLASSIFICATIONattribute

CLASSIFICATION = 'classification'

InferenceOutput(kind: InferenceKind, frame: pd.DataFrame, output_columns: list[str] = <factory: list>, metadata: dict[str, Any] = <factory: dict>)

Model output aligned with the observations it was computed for.

kindattribute

kind: InferenceKind

frameattribute

frame: pd.DataFrame

output_columnsattribute

output_columns: list[str] = field(default_factory=list)

metadataattribute

metadata: dict[str, Any] = field(default_factory=dict)

to_recordsmethod

to_records() -> list[dict[str, Any]]

Returns list[dict[str, Any]]