This is the development version of TDbasedUFEadv; for the stable release version, see TDbasedUFEadv.
Advanced package of tensor decomposition based unsupervised feature extractionBioconductor version: Development (3.22)
This is an advanced version of TDbasedUFE, which is a comprehensive package to perform Tensor decomposition based unsupervised feature extraction. In contrast to TDbasedUFE which can perform simple the feature selection and the multiomics analyses, this package can perform more complicated and advanced features, but they are not so popularly required. Only users who require more specific features can make use of its functionality.
Author: Y-h. Taguchi [aut, cre] ORCID: 0000-0003-0867-8986
Maintainer: Y-h. Taguchi <tag at granular.com>
Citation (from within R, entercitation("TDbasedUFEadv")
): Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("TDbasedUFEadv")
For older versions of R, please refer to the appropriate Bioconductor release.
DocumentationTo view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("TDbasedUFEadv")
Details biocViews FeatureExtraction, GeneExpression, MethylationArray, SingleCell, Software Version 1.9.1 In Bioconductor since BioC 3.17 (R-4.3) (2 years) License GPL-3 Depends Imports TDbasedUFE, Biobase, GenomicRanges, utils, rTensor, methods, graphics, RTCGA, stats, enrichplot, DOSE, STRINGdb, enrichR, hash, shiny System Requirements URL https://github.com/tagtag/TDbasedUFEadv Bug Reports https://github.com/tagtag/TDbasedUFEadv/issues See More Package Archives
Follow Installation instructions to use this package in your R session.
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