mlquantify.matching

Matching Methods

BaseMatchingQuantifier	Base class for distribution matching quantifiers.
MatchingHistogramQuantifier	Abstract base class for histogram-based distribution matching.
DyS	Distribution y-Similarity (DyS) quantifier.
HDy	Hellinger Distance y (HDy) quantifier.
HDx	Hellinger Distance x (HDx) quantifier.
SORD	Sample Ordinal Distance (SORD) quantifier.
MatchingKernelQuantifier	Abstract base class for kernel mean matching quantifiers.
MMD_RKHS	Maximum Mean Discrepancy in RKHS (MMD-RKHS) quantifier.
KDEyQuantifier	Abstract base class for KDE-based density matching quantifiers.
KDEyML	KDEy Maximum Likelihood (KDEy-ML) quantifier.
KDEyHD	KDEy Hellinger Distance (KDEy-HD) quantifier.
KDEyCS	KDEy Cauchy-Schwarz (KDEy-CS) quantifier.
GKDEyML	Generalized KDEy Maximum Likelihood (GKDEyML) quantifier.
GHDx	Generalized HDx (GHDx) quantifier.
GHDy	Generalized HDy (GHDy) quantifier.
SMM	Sample Mean Matching (SMM) quantifier.
EDy	Energy Distance y (EDy) quantifier.
EDx	Energy Distance x (EDx) quantifier.