Network Diffusion Algorithms


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Documentation for package ‘diffusr’ version 0.1.4

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diffusr-package diffusr
heat.diffusion Graph diffusion using a heat diffusion process on a Laplacian matrix.
heat.diffusion-method Graph diffusion using a heat diffusion process on a Laplacian matrix.
hub.correction Correct for hubs in an adjacency matrix
nearest.neighbors Graph diffusion using nearest neighbors
nearest.neighbors-method Graph diffusion using nearest neighbors
normalize.laplacian Calculate the Laplacian of a matrix
normalize.stochastic Create a stochastically normalized matrix/vector
random.walk Graph diffusion using a Markov random walk
random.walk-method Graph diffusion using a Markov random walk