Other packages > Find by keyword >

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 21 Nov. 2024.
Previous versions and publish date:
1.0.0 (2021-11-30 09:20)
Other packages that cited diffudist R package
View diffudist citation profile
Other R packages that diffudist depends, imports, suggests or enhances
Complete documentation for diffudist
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA