https://github.com/psobczyk/varclust
Tip revision: c2b23b96a19c39bee8276f073e6109be11b325f0 authored by Piotr Sobczyk on 17 June 2021, 20:47:00 UTC
Merge pull request #10 from psobczyk/allowing-clusters-with-zero-pcs
Merge pull request #10 from psobczyk/allowing-clusters-with-zero-pcs
Tip revision: c2b23b9
DESCRIPTION
Package: varclust
Type: Package
Title: Variables Clustering
Version: 0.10.0
Date: 2021-05-12
Author: Piotr Sobczyk, Stanislaw Wilczynski, Julie Josse, Malgorzata Bogdan
Maintainer: Piotr Sobczyk <pj.sobczyk@gmail.com>
Description: Performs clustering of quantitative variables,
assuming that clusters lie in low-dimensional subspaces. Segmentation of
variables, number of clusters and their dimensions are selected based on
BIC. Candidate models are identified based on many runs of K-means
algorithm with different random initializations of cluster centers.
Encoding: UTF-8
License: GPL-3
Depends:
R (>= 3.2.1)
Imports:
RcppEigen,
foreach,
parallel,
doParallel,
doRNG,
pesel,
Matrix
Suggests:
knitr,
mclust,
rmarkdown,
testthat
NeedsCompilation: no
VignetteBuilder: knitr
RoxygenNote: 7.0.2