Module optimal_transport

Module optimal_transport 

Source
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Optimal transport kernel approximation methods

This module implements kernel approximation methods based on optimal transport theory, including Wasserstein kernels, Sinkhorn divergences, and earth mover’s distance approximations.

Structs§

EMDKernelSampler
Earth Mover’s Distance (EMD) kernel approximation
FittedEMDSampler
Fitted EMD kernel sampler
FittedGromovWassersteinSampler
Fitted Gromov-Wasserstein sampler
FittedWassersteinSampler
Fitted Wasserstein kernel sampler
GromovWassersteinSampler
Gromov-Wasserstein kernel approximation
WassersteinKernelSampler
Wasserstein kernel approximation using random features

Enums§

GWLossFunction
Loss functions for Gromov-Wasserstein GWLossFunction
GroundMetric
Ground metric options for optimal transport GroundMetric
TransportMethod
Transport plan approximation methods TransportMethod