Package: deepgmm
Type: Package
Title: Deep Gaussian Mixture Models
Version: 0.2.1
Date: 2022-11-21
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
License: GPL (>= 3)
NeedsCompilation: no
Config/testthat/edition: 3
Packaged: 2022-11-20 21:14:26 UTC; suren
Repository: CRAN
Date/Publication: 2022-11-20 21:30:02 UTC
Built: R 4.6.0; ; 2026-04-26 16:06:21 UTC; unix
