Package: greed
Type: Package
Title: Clustering and Model Selection with the Integrated
        Classification Likelihood
Version: 0.6.2
Date: 2025-08-28
Authors@R: 
    c(person(given = "Etienne",
             family = "Côme",
             role = c("aut", "cre"),
             email = "etienne.come@univ-eiffel.fr"),
    person(given = "Nicolas",
             family = "Jouvin",
             role = c("aut")))
URL: https://comeetie.github.io/greed/,
        https://github.com/comeetie/greed
BugReports: https://github.com/comeetie/greed/issues
Maintainer: Etienne Côme <etienne.come@univ-eiffel.fr>
Description: 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).
License: GPL
Depends: R (>= 3.5.0)
Imports: Rcpp, 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
Encoding: UTF-8
VignetteBuilder: knitr
RoxygenNote: 7.3.2
Collate: 'RcppExports.R' 'tools_misc.R' 'models_classes.R'
        'fit_classes.R' 'tools_cleanpath.R' 'alg_genetic.R'
        'alg_hybrid.R' 'alg_classes.R' 'alg_multistart.R' 'data.R'
        'greed.R' 'model_combinedmodels.R' 'model_dclbm.R'
        'model_dcsbm.R' 'model_diaggmm.R' 'model_gmm.R' 'model_lca.R'
        'model_mom.R' 'model_mor.R' 'model_multsbm.R' 'model_sbm.R'
        'tools_generator.R' 'tools_ploting.R'
Language: en-US
LazyData: true
Repository: https://comeetie.r-universe.dev
Date/Publication: 2025-08-29 09:31:04 UTC
RemoteUrl: https://github.com/comeetie/greed
RemoteRef: HEAD
RemoteSha: c598ce2490d1e7014b16ade8e12666cfdc21ffd6
NeedsCompilation: yes
Packaged: 2026-07-02 09:34:49 UTC; root
Author: Etienne Côme [aut, cre],
  Nicolas Jouvin [aut]