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: 2021-03-03 20:17:09 UTC; dippolitom
Author: Martin D'Ippolito [aut, cre],
  Anderlucci Laura [aut],
  Cinzia Viroli [aut]
Maintainer: Martin D'Ippolito <martinmy69@gmail.com>
Depends: R (>= 3.5.0)
Repository: CRAN
Date/Publication: 2021-03-04 02:30:02 UTC
Built: R 4.6.0; ; 2026-04-29 01:41:06 UTC; unix
