The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

greed: Clustering and Model Selection with the Integrated Classification Likelihood

An ensemble of algorithms that enable the clustering of networks and data matrices (such as counts, categorical or continuous) with different type of generative models. Model selection and clustering is performed in combination by optimizing the Integrated Classification Likelihood (which is equivalent to minimizing the description length). Several models are available such as: Stochastic Block Model, degree corrected Stochastic Block Model, Mixtures of Multinomial, Latent Block Model. The optimization is performed thanks to a combination of greedy local search and a genetic algorithm (see <arXiv:2002:11577> for more details).

Version: 0.6.1
Depends: R (≥ 3.5.0)
Imports: Rcpp (≥ 1.0.0), Matrix, future, listenv, ggplot2, graphics, methods, stats, RSpectra, grid, gtable, gridExtra, cba, cli
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat, MASS, knitr, rmarkdown, spelling, igraph, tidygraph, ggraph
Published: 2022-10-03
DOI: 10.32614/CRAN.package.greed
Author: Etienne Côme [aut, cre], Nicolas Jouvin [aut]
Maintainer: Etienne Côme <etienne.come at univ-eiffel.fr>
BugReports: https://github.com/comeetie/greed/issues
License: GPL-2 | GPL-3 [expanded from: GPL]
URL: https://comeetie.github.io/greed/, https://github.com/comeetie/greed
NeedsCompilation: yes
Language: en-US
Citation: greed citation info
Materials: README NEWS
CRAN checks: greed results

Documentation:

Reference manual: greed.pdf
Vignettes: greed

Downloads:

Package source: greed_0.6.1.tar.gz
Windows binaries: r-devel: greed_0.6.1.zip, r-release: greed_0.6.1.zip, r-oldrel: greed_0.6.1.zip
macOS binaries: r-release (arm64): greed_0.6.1.tgz, r-oldrel (arm64): greed_0.6.1.tgz, r-release (x86_64): greed_0.6.1.tgz, r-oldrel (x86_64): greed_0.6.1.tgz
Old sources: greed archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=greed 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.
Health stats visible at Monitor.