The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

diffudist: Diffusion Distance for Complex Networks

Enables the evaluation of diffusion distances for complex single-layer networks. Given a network one can define different types of Laplacian (or transition) matrices corresponding to different continuous-time random walks dynamics on the network. This package enables the evaluation of Laplacians, stochastic matrices, and the corresponding diffusion distance matrices. The metric structure induced by the network-driven process is richer and more robust than the one given by shortest-paths and allows to study the geometry induced by different types of diffusion-like communication mechanisms taking place on complex networks. For more details see: De Domenico, M. (2017) <doi:10.1103/physrevlett.118.168301> and Bertagnolli, G. and De Domenico, M. (2021) <doi:10.1103/PhysRevE.103.042301>.

Version: 1.0.1
Depends: R (≥ 3.5.0)
Imports: expm, ggdendro, ggplot2, grid, igraph, Matrix, stats, RColorBrewer, Rcpp (≥ 1.0.10), reshape2, rlang, viridis
LinkingTo: Rcpp, RcppEigen
Suggests: knitr, cowplot, parallelDist, strex, tidyr, rmarkdown
Published: 2023-02-27
DOI: 10.32614/CRAN.package.diffudist
Author: Giulia Bertagnolli ORCID iD [aut, cre], Manlio De Domenico ORCID iD [aut]
Maintainer: Giulia Bertagnolli <giulia.bertagnolli at gmail.com>
BugReports: https://github.com/gbertagnolli/diffudist/issues/
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://gbertagnolli.github.io/diffudist/
NeedsCompilation: yes
Materials: README
CRAN checks: diffudist results [issues need fixing before 2024-11-25]

Documentation:

Reference manual: diffudist.pdf
Vignettes: new-vignette

Downloads:

Package source: diffudist_1.0.1.tar.gz
Windows binaries: r-devel: diffudist_1.0.1.zip, r-release: diffudist_1.0.1.zip, r-oldrel: diffudist_1.0.1.zip
macOS binaries: r-release (arm64): diffudist_1.0.1.tgz, r-oldrel (arm64): diffudist_1.0.1.tgz, r-release (x86_64): diffudist_1.0.1.tgz, r-oldrel (x86_64): diffudist_1.0.1.tgz
Old sources: diffudist archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=diffudist to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.