gasper: Graph Signal Processing

Provides the standard operations for signal processing on graphs: graph Fourier transform, spectral graph wavelet transform, visualization tools. It also implements a data driven method for graph signal denoising/regression, for details see De Loynes, Navarro, Olivier (2019) <arxiv:1906.01882>. The package also provides an interface to the SuiteSparse Matrix Collection, <https://sparse.tamu.edu/>, a large and widely used set of sparse matrix benchmarks collected from a wide range of applications.

Package details

AuthorFabien Navarro [aut, cre], Basile De Loynes [aut], Baptiste Olivier [aut]
MaintainerFabien Navarro <fabien.navarro@math.cnrs.fr>
LicenseLGPL (>= 2)
Version1.1.1
URL https://github.com/fabnavarro/gasper
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("gasper")

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gasper documentation built on Feb. 17, 2021, 1:08 a.m.