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DESCRIPTION
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DESCRIPTION
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Package: TDbasedUFE
Type: Package
Title: Tensor Decomposition Based Unsupervised Feature Extraction
Version: 0.99.7
Authors@R:
person("Y-h.", "Taguchi", ,
"tag@granular.com", role = c("aut", "cre"),
comment = c(ORCID = "0000-0003-0867-8986"))
Description:
This is a comprehensive package to perform
Tensor decomposition based unsupervised feature extraction.
It can perform unsupervised feature extraction.
It uses tensor decomposition.
It is applicable to gene expression, DNA methylation, and
histone modification etc.
It can perform multiomics analysis.
It is also potentially applicable to single cell omics data sets.
biocViews:
GeneExpression,
FeatureExtraction,
MethylationArray,
SingleCell
License: GPL-3
Encoding: UTF-8
LazyData: false
URL: https://github.com/tagtag/TDbasedUFE
BugReports: https://github.com/tagtag/TDbasedUFE/issues
Imports:
GenomicRanges,
rTensor,
readr,
methods,
MOFAdata,
tximport,
tximportData,
graphics,
stats,
utils,
shiny
RoxygenNote: 7.2.3
Roxygen: list(markdown = TRUE)
Suggests:
BiocStyle,
knitr,
rmarkdown,
testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3