BiocSingular: Singular Value Decomposition for Bioconductor Packages

Implements exact and approximate methods for singular value decomposition and principal components analysis, in a framework that allows them to be easily switched within Bioconductor packages or workflows. Where possible, parallelization is achieved using the BiocParallel framework.

Package details

AuthorAaron Lun [aut, cre, cph]
Bioconductor views DimensionReduction PrincipalComponent Software
MaintainerAaron Lun <[email protected]>
LicenseGPL-3
Version1.2.2
URL https://github.com/LTLA/BiocSingular
Package repositoryView on Bioconductor
Installation Install the latest version of this package by entering the following in R:
source("https://bioconductor.org/biocLite.R")
biocLite("BiocSingular")

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BiocSingular documentation built on Feb. 16, 2020, 2 a.m.