deepMOU

Clustering of Short Texts by Mixture of Unigrams and Its Deep Extensions

CRAN Package

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). ), Mixture of Dirichlet-Multinomials estimated by Gradient Descent (Anderlucci, Viroli (2020) ) and Deep Mixture of Multinomials whose estimates are obtained with Gibbs sampling scheme (Viroli, Anderlucci (2020) ). There are also functions for graphical representation of clusters obtained.

  • Version0.1.1
  • R version≥ 3.5.0
  • LicenseGPL-3
  • Needs compilation?No
  • Last release03/04/2021

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  • Depends1 package
  • Imports8 packages