Package: deepMOU
Title: Clustering of Short Texts by Mixture of Unigrams and Its Deep
        Extensions
Version: 0.1.1
Authors@R: c(
    person("Martin", "D'Ippolito", email = "martinmy69@gmail.com", role = c("aut","cre")),
    person("Anderlucci", "Laura", email = "laura.anderlucci@unibo.it", role = "aut"),
	person("Cinzia", "Viroli", email = "cinzia.viroli@unibo.it", role = "aut"))
Description: Functions providing an easy and intuitive way for fitting
        and clusters data using the Mixture of Unigrams models by means
        the Expectation-Maximization algorithm (Nigam, K. et al.
        (2000). <doi:10.1023/A:1007692713085>), Mixture of
        Dirichlet-Multinomials estimated by Gradient Descent
        (Anderlucci, Viroli (2020) <doi:10.1007/s11634-020-00399-3>)
        and Deep Mixture of Multinomials whose estimates are obtained
        with Gibbs sampling scheme (Viroli, Anderlucci (2020)
        <doi:10.1007/s11222-020-09989-9>). There are also functions for
        graphical representation of clusters obtained.
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
Imports: skmeans, extraDistr, dplyr, Rfast, entropy, ggplot2, graphics,
        MASS
NeedsCompilation: no
Packaged: 2026-10-06 09:48:28 UTC; root
Author: Martin D'Ippolito [aut, cre], Anderlucci Laura [aut], Cinzia
        Viroli [aut]
Maintainer: Martin D'Ippolito <martinmy69@gmail.com>
Depends: R (>= 3.5.0)
Config/pak/sysreqs: cmake
Repository: https://martindip.r-universe.dev
Date/Publication: 2021-03-04 01:30:02 UTC
RemoteUrl: https://github.com/cran/deepMOU
RemoteRef: HEAD
RemoteSha: 9b21dec3cddcea7b4f1ff6bb31d73f332e6e3601