Bioconductor version: Release (3.13)
A new clustering algorithm, binary cut, for clustering similarity matrices of functional terms is implemeted in this package. It also provideds functionalities for visualizing, summarizing and comparing the clusterings.
Maintainer: Zuguang Gu <z.gu at dkfz.de>
Citation (from within R,
enter citation("simplifyEnrichment")
):
To install this package, start R (version "4.1") and enter:
if (!requireNamespace("BiocManager", quietly = TRUE)) install.packages("BiocManager") BiocManager::install("simplifyEnrichment")
For older versions of R, please refer to the appropriate Bioconductor release.
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("simplifyEnrichment")
HTML | R Script | 1. Simplify Functional Enrichment Results |
HTML | R Script | 2. Word Cloud Annotation |
HTML | R Script | 3. A Shiny app to interactively visualize clustering results |
Reference Manual | ||
Text | NEWS | |
Text | LICENSE |
biocViews | Clustering, GO, GeneSetEnrichment, Software, Visualization |
Version | 1.2.0 |
In Bioconductor since | BioC 3.12 (R-4.0) (1 year) |
License | MIT + file LICENSE |
Depends | R (>= 3.6.0), BiocGenerics, grid |
Imports | GOSemSim, ComplexHeatmap(>= 2.7.4), circlize, GetoptLong, digest, tm, GO.db, org.Hs.eg.db, AnnotationDbi, slam, methods, clue, grDevices, graphics, stats, utils, proxyC, Matrix, cluster (>= 1.14.2) |
LinkingTo | |
Suggests | knitr, ggplot2, cowplot, mclust, apcluster, MCL, dbscan, igraph, gridExtra, dynamicTreeCut, testthat, gridGraphics, clusterProfiler, msigdbr, DOSE, DO.db, reactome.db, flexclust, BiocManager, InteractiveComplexHeatmap(>= 0.99.11), shiny, shinydashboard, cola, hu6800.db, rmarkdown |
SystemRequirements | |
Enhances | |
URL | https://github.com/jokergoo/simplifyEnrichment https://simplifyEnrichment.github.io |
Depends On Me | |
Imports Me | |
Suggests Me | cola, InteractiveComplexHeatmap |
Links To Me | |
Build Report |
Follow Installation instructions to use this package in your R session.
Source Package | simplifyEnrichment_1.2.0.tar.gz |
Windows Binary | simplifyEnrichment_1.2.0.zip |
macOS 10.13 (High Sierra) | simplifyEnrichment_1.2.0.tgz |
Source Repository | git clone https://git.bioconductor.org/packages/simplifyEnrichment |
Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/simplifyEnrichment |
Package Short Url | https://bioconductor.org/packages/simplifyEnrichment/ |
Package Downloads Report | Download Stats |
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