Other packages > Find by keyword >

rSpectral  

Spectral Modularity Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rSpectral", "1.0.0.14")



Attach the package and use:
library("rSpectral")
Maintained by
Anatoly Sorokin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-08-19
Latest Update: 2025-09-03
Description:
Implements the network clustering algorithm described in Newman (2006) . The complete iterative algorithm comprises of two steps. In the first step, the network is expressed in terms of its leading eigenvalue and eigenvector and recursively partition into two communities. Partitioning occurs if the maximum positive eigenvalue is greater than the tolerance (10e-5) for the current partition, and if it results in a positive contribution to the Modularity. Given an initial separation using the leading eigen step, 'rSpectral' then continues to maximise for the change in Modularity using a fine-tuning step - or variate thereof. The first stage here is to find the node which, when moved from one community to another, gives the maximum change in Modularity. This node
How to cite:
Anatoly Sorokin (2022). rSpectral: Spectral Modularity Clustering. R package version 1.0.0.14, https://cran.r-project.org/web/packages/rSpectral. Accessed 04 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:47), 1.0.0.9 (2022-08-19 14:20), 1.0.0.10 (2023-01-18 13:00), 1.0.0.14 (2025-12-07 07:40)
Other packages that cited rSpectral R package
View rSpectral citation profile
Other R packages that rSpectral depends, imports, suggests or enhances
Complete documentation for rSpectral
Functions, R codes and Examples using the rSpectral R package
Some associated functions: rSpectral . spectral_graphNEL . spectral_igraph_communities . spectral_igraph_membership . 
Some associated R codes: RcppExports.R . graphNEL.R . igraph.R . rSpectral-package.R .  Full rSpectral package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

epigraphdb  
Interface Package for the 'EpiGraphDB' Platform
The interface package to access data from the 'EpiGraphDB' platform. It p ...
Download / Learn more Package Citations See dependency  
Maintainer: Yi Liu (view profile)
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
GLMMadaptive  
Generalized Linear Mixed Models using Adaptive Gaussian Quadrature
Fits generalized linear mixed models for a single grouping factor under maximum likelihood approxim ...
Download / Learn more Package Citations See dependency  
ggconf  
Simpler Appearance Modification of "ggplot2"
A flexible interface for ggplot2theme potentially saving 50 of your typing. ...
Download / Learn more Package Citations See dependency  
rCMA  
R-to-Java Interface for 'CMA-ES'
Tool for providing access to the Java version 'CMAEvolutionStrategy' of Nikolaus Hansen. 'CMA-ES' i ...
Download / Learn more Package Citations See dependency  
sValues  
Measures of Sturdiness of Regression Coefficients
Implements the s-values proposed by Ed. Leamer. It provides a context-minimal approach for sensitivi ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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