CRAN/E | rsetse

rsetse

Strain Elevation Tension Spring Embedding

Installation

About

An R implementation for the Strain Elevation and Tension embedding algorithm from Bourne (2020) doi:10.1007/s41109-020-00329-4. The package embeds graphs and networks using the Strain Elevation and Tension embedding (SETSe) algorithm. SETSe represents the network as a physical system, where edges are elastic, and nodes exert a force either up or down based on node features. SETSe positions the nodes vertically such that the tension in the edges of a node is equal and opposite to the force it exerts for all nodes in the network. The resultant structure can then be analysed by looking at the node elevation and the edge strain and tension. This algorithm works on weighted and unweighted networks as well as networks with or without explicit node features. Edge elasticity can be created from existing edge weights or kept as a constant.

Citation rsetse citation info
github.com/JonnoB/rSETSe
Bug report File report

Key Metrics

Version 0.5.0
R ≥ 3.4.0
Published 2021-06-11 1050 days ago
Needs compilation? no
License GPL-3
CRAN checks rsetse results

Downloads

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Maintainer

Maintainer

Jonathan Bourne

jonathan.s.bourne@gmail.com

Authors

Jonathan Bourne

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

Categorical and continuous feature embedding
Analysing multiple networks

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

rsetse archive

Depends

R ≥ 3.4.0

Imports

dplyr
Matrix
rlang ≥ 0.1.2
igraph
purrr
tibble
minpack.lm
magrittr
methods
stats

Suggests

knitr
rmarkdown
tidyr
ggplot2
ggraph
roxygen2