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GNET2

This package is deprecated. It will probably be removed from Bioconductor. Please refer to the package end-of-life guidelines for more information.

This package is for version 3.23 of Bioconductor. This package has been removed from Bioconductor. For the last stable, up-to-date release version, see GNET2.

All versions 3.23 (release), 3.22, 3.21, 3.20, 3.19, 3.18, 3.17, 3.16, 3.15, 3.14, 3.13, 3.12, 3.11, 3.10, 3.9

Constructing gene regulatory networks from expression data through functional module inference


Bioconductor version: Release (3.23)

Cluster genes to functional groups with E-M process. Iteratively perform TF assigning and Gene assigning, until the assignment of genes did not change, or max number of iterations is reached.

Author: Chen Chen, Jie Hou and Jianlin Cheng

Maintainer: Chen Chen <ccm3x at mail.missouri.edu>

Citation (from within R, enter citation("GNET2")):

Chen Chen, Jie Hou and Jianlin Cheng. GNET2: Constructing gene regulatory networks from expression data through functional module inference. doi:10.18129/B9.bioc.GNET2, R package version 1.27.0, https://bioconductor.org/packages/GNET2.

Generated from the package metadata; it may differ from the package's own citation.

Installation

To install this package, start R (version "4.6") and enter:

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

BiocManager::install("GNET2")

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("GNET2")
Build functional gene modules with GNET2 HTML R Script
Reference ManualPDF
NEWSText

Details

biocViews GeneExpression, Network, NetworkInference, Regression, Software
Version1.27.0
In Bioconductor sinceBioC 3.9 (R-3.6) (7.5 years)
License Apache License 2.0
Depends R (>= 3.6)
Imports ggplot2, xgboost, Rcpp, reshape2, grid, DiagrammeR, methods, stats, matrixStats, graphics, SummarizedExperiment, dplyr, igraph, grDevices, utils
System Requirements
URLhttps://github.com/chrischen1/GNET2
Bug Reportshttps://github.com/chrischen1/GNET2/issues
See More
Suggests knitr, rmarkdown
Linking To Rcpp
Enhances
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report Build Report, r-universe

Package Archives

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

Source Package GNET2_1.27.0.tar.gz
Windows Binary (x86_64) GNET2_1.27.0.zip
macOS Binary (big-sur-x86_64) GNET2_1.27.0.tgz
macOS Binary (sonoma-arm64) GNET2_1.27.0.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/GNET2
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/GNET2
Package Short Url https://bioconductor.org/packages/GNET2/
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