MOGAMUN

This package is for version 3.19 of Bioconductor; for the stable, up-to-date release version, see MOGAMUN.

MOGAMUN: A Multi-Objective Genetic Algorithm to Find Active Modules in Multiplex Biological Networks


Bioconductor version: 3.19

MOGAMUN is a multi-objective genetic algorithm that identifies active modules in a multiplex biological network. This allows analyzing different biological networks at the same time. MOGAMUN is based on NSGA-II (Non-Dominated Sorting Genetic Algorithm, version II), which we adapted to work on networks.

Author: Elva-María Novoa-del-Toro [aut, cre]

Maintainer: Elva-María Novoa-del-Toro <elvanov at hotmail.com>

Citation (from within R, enter citation("MOGAMUN")):

Installation

To install this package, start R (version "4.4") and enter:


if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("MOGAMUN")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("MOGAMUN")
Finding active modules with MOGAMUN HTML R Script
Reference Manual PDF
NEWS Text
LICENSE Text

Details

biocViews BiomedicalInformatics, Clustering, DifferentialExpression, GraphAndNetwork, Network, Software, SystemsBiology, Transcriptomics
Version 1.14.0
In Bioconductor since BioC 3.12 (R-4.0) (4 years)
License GPL-3 + file LICENSE
Depends
Imports stats, utils, RCy3, stringr, graphics, grDevices, RUnit, BiocParallel, igraph
System Requirements
URL https://github.com/elvanov/MOGAMUN
See More
Suggests knitr, markdown
Linking To
Enhances
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report Build Report

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package MOGAMUN_1.14.0.tar.gz
Windows Binary (x86_64) MOGAMUN_1.14.0.zip
macOS Binary (x86_64) MOGAMUN_1.14.0.tgz
macOS Binary (arm64) MOGAMUN_1.14.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/MOGAMUN
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/MOGAMUN
Bioc Package Browser https://code.bioconductor.org/browse/MOGAMUN/
Package Short Url https://bioconductor.org/packages/MOGAMUN/
Package Downloads Report Download Stats