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.
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| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Suren Rathnayake <surenr@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cinzia",
family = "Viroli",
role = "aut"),
person(given = c("Geoffrey", "J."),
family = "McLachlan",
role = "aut"),
person(given = "Suren",
family = "Rathnayake",
role = "cre",
email = "surenr@gmail.com"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Suren Rathnayake <surenr@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cinzia",
family = "Viroli",
role = "aut"),
person(given = c("Geoffrey", "J."),
family = "McLachlan",
role = "aut"),
person(given = "Suren",
family = "Rathnayake",
role = "cre",
email = "surenr@gmail.com"))
as necessary.
Check History
NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Suren Rathnayake <surenr@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cinzia",
family = "Viroli",
role = "aut"),
perso
...[truncated]...
family = "McLachlan",
role = "aut"),
person(given = "Suren",
family = "Rathnayake",
role = "cre",
email = "surenr@gmail.com"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Suren Rathnayake <surenr@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cinzia",
family = "Viroli",
role = "aut"),
perso
...[truncated]...
family = "McLachlan",
role = "aut"),
person(given = "Suren",
family = "Rathnayake",
role = "cre",
email = "surenr@gmail.com"))
as necessary.
WARNING 11 OK · 1 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Jun 8, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Suren Rathnayake <surenr@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cinzia",
family = "Viroli",
role = "aut"),
perso
...[truncated]...
family = "McLachlan",
role = "aut"),
person(given = "Suren",
family = "Rathnayake",
role = "cre",
email = "surenr@gmail.com"))
as necessary.
WARNING
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Suren Rathnayake <surenr@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cinzia",
family = "Viroli",
role = "aut"),
perso
...[truncated]...
family = "McLachlan",
role = "aut"),
person(given = "Suren",
family = "Rathnayake",
role = "cre",
email = "surenr@gmail.com"))
as necessary.
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Suren Rathnayake <surenr@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cinzia",
family = "Viroli",
role = "aut"),
perso
...[truncated]...
family = "McLachlan",
role = "aut"),
person(given = "Suren",
family = "Rathnayake",
role = "cre",
email = "surenr@gmail.com"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Suren Rathnayake <surenr@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cinzia",
family = "Viroli",
role = "aut"),
perso
...[truncated]...
family = "McLachlan",
role = "aut"),
person(given = "Suren",
family = "Rathnayake",
role = "cre",
email = "surenr@gmail.com"))
as necessary.