LTLA/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.

Getting started

Package details

Bioconductor views DimensionReduction PrincipalComponent Software
Maintainer
LicenseGPL-3
Version1.3.2
URL https://github.com/LTLA/BiocSingular
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("LTLA/BiocSingular")
LTLA/BiocSingular documentation built on Feb. 25, 2020, 7:31 p.m.