NetworkDistance package is a collection of inter-graph distance measures. Instead of graph distance that measures the degree of farness between nodes within a graph, we consider each network as an object and compute distance between those objects.
InstallationYou can install the released version of NetworkDistance from CRAN with:
install.packages("NetworkDistance")or the development version from github:
## install.packages("devtools")
## library(devtools)
devtools::install_github("kisungyou/NetworkDistance")We support following methds at this stage and the collection will be expanded continuously.
nd.centrality Roy et al. (2014) Distance by Network Centrality Measures nd.csd Ipsen and Mikhailov (2002) L2 Distance of Continuous Spectral Densities nd.dsd Wilson and Zhu (2008) Discrete Spectral Distance nd.edd Edge Difference Distance nd.extremal Jakobson and Rivin (2002) Extremal Distance with Top-k Eigenvalues nd.gdd Hammond et al. (2013) Graph Diffusion Distance nd.graphon Mukherjee et al. (2017) Graphon Estimates Distance nd.hamming Hamming (1950) Hamming Distance nd.him Jurman et al. (2015) Hamming-Ipsen-Mikhailov (HIM) Distance nd.moments Mukherjee et al. (2017) Log Moments Distanec nd.nfd Bao et al. (2018) Network Flow Distance nd.wsd Fay et al. (2010) Distance with Weighted Spectral Distribution
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