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://swarm-lab.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:

On CRAN:

Conda:

clusteringcross-entropyopenblascpp

4.30 score 10 stars 1 scripts 394 downloads 1 mentions 3 exports 0 dependencies

Last updated from:21c7bbb1c1. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK112
linux-devel-x86_64OK142
source / vignettesOK346
linux-release-arm64OK115
linux-release-x86_64OK136
macos-release-arm64OK164
macos-release-x86_64OK267
macos-oldrel-arm64OK161
macos-oldrel-x86_64OK238
windows-devel-arm64OK347
windows-devel-x86_64OK136
windows-release-arm64OK359
windows-release-x86_64OK103
windows-oldrel-x86_64OK115
wasm-releaseOK106

Exports:cecinit.centersmouseset

Dependencies: