mlquantify.representations#

Representations#

BaseRepresentation

Base class for quantification representations.

HistogramRepresentation

Histogram-based representation.

KDERepresentation

Kernel density estimation representation.

DistanceRepresentation

Distance-based representation for quantification.

KernelMeanRepresentation

Kernel mean embedding representation.

PredictionRepresentation

Representation based on classifier predictions.

HardPredictionRepresentation

Hard-prediction representation convenience class.

SoftPredictionRepresentation

Soft-prediction representation convenience class.