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 15 Sep. 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

AFR  
Toolkit for Regression Analysis of Kazakhstan Banking Sector Data
Tool is created for regression, prediction and forecast analysis of macroeconomic and credit data. ...
Download / Learn more Package Citations See dependency  
functClust  
Functional Clustering of Redundant Components of a System
Cluster together the components that make up an interactivesystem on the basis of their functional r ...
Download / Learn more Package Citations See dependency  
objectSignals  
Observer Pattern for S4
A mutable Signal object can report changes to its state, clients could register functions so that t ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
RXshrink  
Maximum Likelihood Shrinkage using Generalized Ridge or Least Angle Regression
Functions are provided to calculate and display ridge TRACE Diagnostics for a variety of alternativ ...
Download / Learn more Package Citations See dependency  
CTTinShiny  
Shiny Interface for the CTT Package
A Shiny interface developed in close coordination with the CTT package, providing a GUI that guides ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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