LPGraph: Nonparametric Smoothing of Laplacian Graph Spectra

A nonparametric method to approximate Laplacian graph spectra of a network with ordered vertices. This provides a computationally efficient algorithm for obtaining an accurate and smooth estimate of the graph Laplacian basis. The approximation results can then be used for tasks like change point detection, k-sample testing, and so on. The primary reference is Mukhopadhyay, S. and Wang, K. (2018, Technical Report).

Package details

AuthorSubhadeep Mukhopadhyay, Kaijun Wang
MaintainerKaijun Wang <[email protected]>
LicenseGPL-2
Version2.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("LPGraph")

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LPGraph documentation built on May 13, 2018, 9:03 a.m.