Package: deepgmm
Type: Package
Title: Deep Gaussian Mixture Models
Version: 0.1.62
Date: 2020-10-20
Author: Cinzia Viroli, Geoffrey J. McLachlan
Maintainer: Suren Rathnayake <surenr@gmail.com>
Description: Deep Gaussian mixture models as proposed by Viroli and McLachlan (2019) 
    <doi:10.1007/s11222-017-9793-z> provide a generalization of classical Gaussian mixtures 
    to multiple layers. Each layer contains a set of latent variables that follow a mixture of 
    Gaussian distributions. To avoid overparameterized solutions, dimension reduction is 
    applied at each layer by way of factor models.
URL: https://github.com/suren-rathnayake/deepgmm
Imports: mvtnorm, corpcor, mclust
Suggests: testthat
License: GPL (>= 3)
NeedsCompilation: no
Packaged: 2020-10-19 23:16:04 UTC; uqsratha
Repository: CRAN
Date/Publication: 2020-10-20 06:00:02 UTC
Built: R 4.0.2; ; 2020-10-21 10:25:57 UTC; unix
