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.
Version: 0.1.1 Depends: R (≥ 3.5.0) Imports: skmeans, extraDistr, dplyr, Rfast, entropy, ggplot2, graphics, MASS Published: 2021-03-04 DOI: 10.32614/CRAN.package.deepMOU Author: Martin D'Ippolito [aut, cre], Anderlucci Laura [aut], Cinzia Viroli [aut] Maintainer: Martin D'Ippolito <martinmy69 at gmail.com> License: GPL-3 NeedsCompilation: no CRAN checks: deepMOU results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=deepMOU to link to this page.
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