Package: opGMMassessment 0.4.5

Jorn Lotsch

opGMMassessment: Optimized Automated Gaussian Mixture Assessment

Necessary functions for optimized automated evaluation of the number and parameters of Gaussian mixtures in one-dimensional data. Various methods are available for parameter estimation and for determining the number of modes in the mixture. A detailed description of the methods ca ben found in Lotsch, J., Malkusch, S. and A. Ultsch. (2022) <doi:10.1016/j.imu.2022.101113>.

Authors:Jorn Lotsch [aut, cre], Sebastian Malkusch [aut]

opGMMassessment_0.4.5.tar.gz
opGMMassessment_0.4.5.zip(r-4.7)opGMMassessment_0.4.5.zip(r-4.6)opGMMassessment_0.4.5.zip(r-4.5)
opGMMassessment_0.4.5.tgz(r-4.6-x86_64)opGMMassessment_0.4.5.tgz(r-4.6-arm64)opGMMassessment_0.4.5.tgz(r-4.5-x86_64)opGMMassessment_0.4.5.tgz(r-4.5-arm64)
opGMMassessment_0.4.5.tar.gz(r-4.7-arm64)opGMMassessment_0.4.5.tar.gz(r-4.7-x86_64)opGMMassessment_0.4.5.tar.gz(r-4.6-arm64)opGMMassessment_0.4.5.tar.gz(r-4.6-x86_64)
opGMMassessment_0.4.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
opGMMassessment/json (API)

# Install 'opGMMassessment' in R:
install.packages('opGMMassessment', repos = c('https://jornlotsch.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jornlotsch/opgmmassessment/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • Chromatogram - Example data of lysophosphatidic acids, LPA.
  • Mixture3 - Example Gaussian mixture data.

On CRAN:

Conda:

cpp

3.18 score 1 packages 2 scripts 384 downloads 3 exports 121 dependencies

Last updated from:dcf9080b13. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK200
linux-devel-x86_64OK198
source / vignettesOK294
linux-release-arm64OK204
linux-release-x86_64OK249
macos-release-arm64OK163
macos-release-x86_64OK301
macos-oldrel-arm64OK170
macos-oldrel-x86_64OK392
windows-develOK163
windows-releaseOK145
windows-oldrelOK149
wasm-releaseOK174

Exports:get_seedGMMplotGGopGMMassessment

Dependencies:AdaptGaussaskpassbase64encbitopsbootbslibcachemcaToolscliclusterClusterRcodacodetoolscolorspacecommonmarkcpp11crayoncrosstalkcurldata.tableDataVisualizationsdigestdiptestDistributionOptimizationdoParalleldplyrevaluatefarverfastGHQuadfastmapFNNfontawesomeforeachfsGAgenericsggplot2gluegmpgtablehighrhtmltoolshtmlwidgetshttpuvhttrisobanditeratorsjquerylibjsonlitekernlabKernSmoothknitrkslabelinglaterlatticelazyevallifecyclelme4magrittrMASSMatrixmclustmemoisemgcvmimeminqamixAKmixtoolsmnormtmulticoolmultimodemvtnormNbClustnlmenloptropensslotelpillarpkgconfigplotlyplyrpracmapromisespurrrR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRdpackreformulasreshape2rlangrmarkdownrootSolveS7sassscalessegmentedshinysourcetoolsspstringistringrsurvivalsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunxtableyaml