Package: deepgmm
Type: Package
Title: Deep Gaussian Mixture Models
Version: 0.1.12
Date: 2022-11-06
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 (>= 3.0.0)
License: GPL (>= 3)
NeedsCompilation: no
Config/testthat/edition: 3
Repository: https://suren-rathnayake.r-universe.dev
Date/Publication: 2022-11-14 06:34:40 UTC
RemoteUrl: https://github.com/suren-rathnayake/deepgmm
RemoteRef: HEAD
RemoteSha: cc9ec2436b2665c9e09010a6846a132adba5d19e
Packaged: 2026-10-14 07:30:14 UTC; root