Gasper: GrAph Signal ProcEssing in R
Basile de Loynes, Fabien Navarro, Baptiste Olivier
TL;DR
Gasper is an R package that facilitates graph signal processing and provides access to the SuiteSparse Matrix Collection, aimed at researchers working with graph-structured data.
Contribution
This paper introduces Gasper, a new R package that simplifies graph signal processing and integrates a major matrix collection for enhanced research capabilities.
Findings
Provides an accessible interface for graph signal processing in R
Includes integration with SuiteSparse Matrix Collection
Facilitates research on graph-structured data
Abstract
We present a short tutorial on to the use of the R gasper package. Gasper is a package dedicated to signal processing on graphs. It also provides an interface to the SuiteSparse Matrix Collection.
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Taxonomy
TopicsData Visualization and Analytics · Complex Network Analysis Techniques · Advanced Graph Neural Networks