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iClusterVB

Fast Integrative Clustering and Feature Selection for High Dimensional Data

v0.1.4 · Dec 9, 2024 · MIT + file LICENSE

Description

A variational Bayesian approach for fast integrative clustering and feature selection, facilitating the analysis of multi-view, mixed type, high-dimensional datasets with applications in fields like cancer research, genomics, and more.

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CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
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 History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
WARNING 12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Jun 8, 2026
WARNING r-devel-linux-x86_64-debian-gcc

for unstated dependencies in examples

Warning in file(out, "wt") :
  cannot open file '/tmp/Rtmpidk1s7/file1d66294b20f0e5/plot.iClusterVB.R': No space left on device
Error in file(out, "wt") : cannot open the connection
Execution halted
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 2, 2026
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  9.1Mb
  sub-directories of 1Mb or more:
    data   3.0Mb
    libs   5.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  9.1Mb
  sub-directories of 1Mb or more:
    data   3.0Mb
    libs   5.5Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/iClusterVB.Rcheck/00install.out' for details.
NOTE r-oldrel-macos-arm64

installed package size

installed size is  9.1Mb
  sub-directories of 1Mb or more:
    data   3.0Mb
    libs   5.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  9.1Mb
  sub-directories of 1Mb or more:
    data   3.0Mb
    libs   5.5Mb
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  9.1Mb
  sub-directories of 1Mb or more:
    data   3.0Mb
    libs   5.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  9.1Mb
  sub-directories of 1Mb or more:
    data   3.0Mb
    libs   5.5Mb

Dependency Network

Dependencies Reverse dependencies cluster clustMixType cowplot ggplot2 mclust MCMCpack mvtnorm pheatmap poLCA Rcpp VarSelLCM iClusterVB

Version History

5 tracked
new 0.1.4 Mar 10, 2026
updated 0.1.4 ← 0.1.3 diff Dec 8, 2024
updated 0.1.3 ← 0.1.2 diff Dec 3, 2024
updated 0.1.2 ← 0.1.1 diff Aug 19, 2024
new 0.1.1 Jul 29, 2024