MMOC: Multi-Omic Spectral Clustering using the Flag Manifold

Multi-omic (or any multi-view) spectral clustering methods often assume the same number of clusters across all datasets. We supply methods for multi-omic spectral clustering when the number of distinct clusters differs among the omics profiles (views).

Version: 0.1.1.0
Imports: Spectrum (≥ 1.1), igraph (≥ 1.4.1), MASS (≥ 7.3-58.1)
Suggests: knitr, rmarkdown, testthat (≥ 3.0.0), SNFtool (≥ 2.3.1), plotly (≥ 4.10.0)
Published: 2023-08-10
DOI: 10.32614/CRAN.package.MMOC
Author: Charlie Carpenter ORCID iD [aut, cre]
Maintainer: Charlie Carpenter <charles.carpenter at cuanschutz.edu>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: MMOC results

Documentation:

Reference manual: MMOC.html , MMOC.pdf
Vignettes: MMOC_vignette (source, R code)

Downloads:

Package source: MMOC_0.1.1.0.tar.gz
Windows binaries: r-devel: MMOC_0.1.1.0.zip, r-release: MMOC_0.1.1.0.zip, r-oldrel: MMOC_0.1.1.0.zip
macOS binaries: r-release (arm64): MMOC_0.1.1.0.tgz, r-oldrel (arm64): MMOC_0.1.1.0.tgz, r-release (x86_64): MMOC_0.1.1.0.tgz, r-oldrel (x86_64): MMOC_0.1.1.0.tgz

Linking:

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