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giannisnik avatar giannisnik commented on June 1, 2024

Hi @zhuo931077127 , EMD is not a kernel. Thus, it is not contained in the GraKeL package. You can find the Matlab implementation of the Earth Moverโ€™s Distance approach in the following link: https://www.dropbox.com/sh/4dgthm4p87luyi4/AAAtGBGt1LP12yAkyaEOIyhXa?dl=0 . The code creates the similarity matrix, and then, to perform classification, you can use the extension of the SVM for indefinite kernels from the following link or you can use the conventional SVM (which is not however guaranteed to reach the optimal solution): http://www.di.ens.fr/~aspremon/ZIP/IndefiniteSVM.zip

from grakel.

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