Statistical Learning with Kernel for Persistence Diagrams


[Up] [Top]

Documentation for package ‘kernelTDA’ version 1.0.0

Help Pages

gaus.kernel Geodesic Gaussian Kernel (GGK)
kernelTDA kernelTDA: Kernels for Persistence Diagrams
krein.svm Krein Support Vector Machine
krein.svm.default Krein Support Vector Machine
lapl.kernel Geodesic Laplacian Kernel (GLK)
pers.image Persistence Image
pf.kernel Persistence Fisher Kernel (PFK)
pss.kernel Persistence Scale Space Kernel (PSSK)
sw.kernel Persistence Sliced Wasserstein Kernel (SWK)
wass.kernel L_infty q-Wasserstein Kernel (WK)
wasserstein.distance L_p q-Wasserstein Distance