iSubGen: Integrative Subtype Generation

Multi-data type subtyping, which is data type agnostic and accepts missing data. Subtyping is performed using intermediary assessments created with autoencoders and similarity calculations.

Version: 1.0.1
Depends: R (≥ 3.2.3)
Imports: ConsensusClusterPlus, cluster (≥ 1.14.4), keras, tensorflow, philentropy
Suggests: knitr, rmarkdown
Published: 2021-04-22
Author: Natalie Fox
Maintainer: Paul C Boutros <pboutros at mednet.ucla.edu>
License: GPL-2
NeedsCompilation: no
Materials: README
CRAN checks: iSubGen results

Downloads:

Reference manual: iSubGen.pdf
Vignettes: Guide for using iSubGen
Package source: iSubGen_1.0.1.tar.gz
Windows binaries: r-devel: iSubGen_1.0.1.zip, r-release: iSubGen_1.0.1.zip, r-oldrel: iSubGen_1.0.1.zip
macOS binaries: r-release (arm64): iSubGen_1.0.1.tgz, r-release (x86_64): not available, r-oldrel: not available
Old sources: iSubGen archive

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