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diffudist  

Diffusion Distance for Complex Networks
View on CRAN: Click here


Download and install diffudist package within the R console
Install from CRAN:
install.packages("diffudist")

Install from Github:
library("remotes")
install_github("cran/diffudist")

Install by package version:
library("remotes")
install_version("diffudist", "1.0.1")



Attach the package and use:
library("diffudist")
Maintained by
Giulia Bertagnolli
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-11-30
Latest Update: 2023-02-27
Description:
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) and Bertagnolli, G. and De Domenico, M. (2021) .
How to cite:
Giulia Bertagnolli (2021). diffudist: Diffusion Distance for Complex Networks. R package version 1.0.1, https://cran.r-project.org/web/packages/diffudist. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2021-11-30 09:20), 1.0.1 (2023-02-27 20:42)
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