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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
DOI: 10.32614/CRAN.package.iSubGen
Author: Natalie Fox
Maintainer: Paul C Boutros <pboutros at mednet.ucla.edu>
License: GPL-2
NeedsCompilation: no
Materials: README
CRAN checks: iSubGen results

Documentation:

Reference manual: iSubGen.pdf
Vignettes: Guide for using iSubGen

Downloads:

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-oldrel (arm64): iSubGen_1.0.1.tgz, r-release (x86_64): iSubGen_1.0.1.tgz, r-oldrel (x86_64): iSubGen_1.0.1.tgz
Old sources: iSubGen archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=iSubGen to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.