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CCMMR: Minimization of the Convex Clustering Loss Function

Implements the convex clustering through majorization-minimization (CCMM) algorithm described in Touw, Groenen, and Terada (2022) <doi:10.48550/arXiv.2211.01877> to perform minimization of the convex clustering loss function.

Version: 0.2.1
Depends: R (≥ 4.1), stats (≥ 4.1)
Imports: RANN (≥ 2.6.1), Rcpp (≥ 1.0.7), methods (≥ 4.1.0), graphics (≥ 4.1.0)
LinkingTo: Rcpp, RcppEigen
Published: 2024-11-07
DOI: 10.32614/CRAN.package.CCMMR
Author: Daniel Touw ORCID iD [aut, cre], Patrick Groenen ORCID iD [aut], Yoshikazu Terada [aut]
Maintainer: Daniel Touw <touw at ese.eur.nl>
BugReports: https://github.com/djwtouw/CCMMR/issues/
License: GPL (≥ 3)
URL: https://github.com/djwtouw/CCMMR/
NeedsCompilation: yes
Materials: NEWS
CRAN checks: CCMMR results

Documentation:

Reference manual: CCMMR.pdf

Downloads:

Package source: CCMMR_0.2.1.tar.gz
Windows binaries: r-devel: CCMMR_0.2.1.zip, r-release: CCMMR_0.2.1.zip, r-oldrel: CCMMR_0.2.1.zip
macOS binaries: r-release (arm64): CCMMR_0.2.1.tgz, r-oldrel (arm64): CCMMR_0.2.1.tgz, r-release (x86_64): CCMMR_0.2.1.tgz, r-oldrel (x86_64): CCMMR_0.2.1.tgz
Old sources: CCMMR archive

Linking:

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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.