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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.pdf
Vignettes: MMOC_vignette

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:

Please use the canonical form https://CRAN.R-project.org/package=MMOC 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.