Diffusion Map

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Documentation for package ‘diffusionMap’ version 1.1-0.1

Help Pages

adapreg Adaptive Regression
adapreg.m Adaptive Regression
annulus Annulus toy data set
Chainlink Chainlink toy clustering data set
diffuse Compute diffusion map coordinates from pair-wise distances.
diffusionKmeans Diffusion K-means
distortionMin Distortion Minimization via K-means
epsilonCompute Compute default diffusion map epsilon.
nystrom Perform Nystrom Extension to estimate diffusion coordinates of data.
plot Plot diffusion map
plot.dmap Plot diffusion map
print Extract diffusion map eigen-multipliers and epsilon
print.dmap Extract diffusion map eigen-multipliers and epsilon