This package is considered a duplicate. The official version of this package is found at:https://swarm-lab.r-universe.dev/CEC

Package: CEC 0.12.0

Simon Garnier

CEC: Cross-Entropy Clustering

Splits data into Gaussian type clusters using the Cross-Entropy Clustering ('CEC') method. This method allows for the simultaneous use of various types of Gaussian mixture models, for performing the reduction of unnecessary clusters, and for discovering new clusters by splitting them. 'CEC' is based on the work of Spurek, P. and Tabor, J. (2014) <doi:10.1016/j.patcog.2014.03.006>.

Authors:Kamieniecki Konrad [aut, cph], Spurek Przemyslaw [ctb], Simon Garnier [cre, ctb, cph]

CEC_0.12.0.tar.gz
CEC_0.12.0.zip(r-4.7-x86_64)CEC_0.12.0.zip(r-4.7-arm64)CEC_0.12.0.zip(r-4.6-x86_64)CEC_0.12.0.zip(r-4.6-arm64)CEC_0.12.0.zip(r-4.5-x86_64)
CEC_0.12.0.tgz(r-4.6-x86_64)CEC_0.12.0.tgz(r-4.6-arm64)CEC_0.12.0.tgz(r-4.5-x86_64)CEC_0.12.0.tgz(r-4.5-arm64)
CEC_0.12.0.tar.gz(r-4.7-arm64)CEC_0.12.0.tar.gz(r-4.7-x86_64)CEC_0.12.0.tar.gz(r-4.6-arm64)CEC_0.12.0.tar.gz(r-4.6-x86_64)
CEC_0.12.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
CEC/json (API)

# Install 'CEC' in R:

install.packages('CEC', repos = c('https://cranhaven.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/swarm-lab/cec/issues

Pkgdown/docs site:https://swarm-lab.github.io

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3

Datasets:

fourGaussians - Four Gaussian Clusters
mixShapes - Mixed Shapes Clusters
threeGaussians - Three Gaussian Clusters
Tset - T-Shaped Clusters

On CRAN:

archived packages r-universe openblas cpp

2.70 score 5 stars 20 scripts 227 downloads 1 mentions 3 exports 0 dependencies

Last updated from:801fbf3d86 (on package/CEC). Checks:15 OK. Indexed: no.

Target	Result	Time
linux-devel-arm64	OK	102
linux-devel-x86_64	OK	108
source / vignettes	OK	146
linux-release-arm64	OK	90
linux-release-x86_64	OK	102
macos-release-arm64	OK	134
macos-release-x86_64	OK	220
macos-oldrel-arm64	OK	90
macos-oldrel-x86_64	OK	184
windows-devel-arm64	OK	242
windows-devel-x86_64	OK	141
windows-release-arm64	OK	229
windows-release-x86_64	OK	92
windows-oldrel-x86_64	OK	98
wasm-release	OK	88

Exports:cec init.centers mouseset

Dependencies:

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Cross-Entropy Clustering	cec cec-class
Four Gaussian Clusters	fourGaussians
Cluster Center Initialization	init.centers
Mixed Shapes Clusters	mixShapes
Mouse	mouseset
Plot CEC Objects	plot.cec
Printing Cross Entropy Clusters	print.cec
Three Gaussian Clusters	threeGaussians
T-Shaped Clusters	Tset