VBmix: Variational Bayesian Mixture Models

Variational algorithms and methods for fitting mixture models. Main functions are varbayes, vbcomp, vbconstr, mppca, mmppca and gmmkmsock.

AuthorPierrick Bruneau
Date of publication2015-08-24 16:21:35
MaintainerPierrick Bruneau <pbruneau@gmail.com>
LicenseGPL-2 | GPL-3
Version0.3.1

View on CRAN

Man pages

appendToGmm: appendToGmm

appendToList: appendToList

appendToMppca: appendToMppca

binnedEntropy: binnedEntropy

buildFrame: buildFrame

circlegen: circlegen

constrClassif: constrClassif

covgen: covgen

dat1sample: dat1sample

dat2sample: dat2sample

dat3sample: dat3sample

datagen: datagen

dDirichlet: dDirichlet

displayGraph: displayGraph

displayNnet: displayNnet

displayScatter: displayScatter

displaySVM: displaySVM

eigenMppca: eigenMppca

EM: EM

extractSimpleModel: extractSimpleModel

gaussianKL: gaussianKL

gdist: Pairwise distance between groups

generate2Dtransform: generate2Dtransform

generateSparsePoints: generateSparsePoints

getBic: getBic

getColor: getColor

getCouple: getCouple

getDataLikelihood: getDataLikelihood

getLabels: getLabels

getQforComp: getQforComp

getResp: getResp

getVarbayesResp: getVarbayesResp

gmmdensity: gmmdensity

gmmgen: gmmgen

gmmkmsock: gmmkmsock

gmmpen: gmmpen

gmmToMppca: gmmToMppca

gramschmidt: gramschmidt

gridGen: gridGen

handdat: handdat

handdomains: handdomains

handlab: handlab

handnonvoid: handnonvoid

handvoid: handvoid

imglabels: imglabels

imgmods: imgmods

imgnames: imgnames

incremMerge: incremMerge

irisdata: irisdata

irislabels: irislabels

isNonVoid: isNonVoid

jsmc: jsmc

jsut: jsut

klmc: klmc

klut: klut

l2norm: l2norm

mergeClassif: mergeClassif

mixKnn: mixKnn

mkmeans: Mahalanobis K-means

mmppca: mmppca

mppca: mppca

mppcaToGmm: mppcaToGmm

multinomial: multinomial

mvndensity: mvndensity

mvngen: mvngen

mvnradiusdensity: mvnradiusdensity

mymvn2plot: mymvn2plot

mySmoothScatter: mySmoothScatter

newGmm: newGmm

newMppca: newMppca

normalizeVariable: normalizeVariable

normMppca: normMppca

pca: pca

pcapen: pcapen

pendat: pendat

penlab: penlab

pixmapToVector: pixmapToVector

plotGmm: plotGmm

randomGmm: randomGmm

rDirichlet: rDirichlet

reBuild: reBuild

RGBtoLab: RGBtoLab

sampleClassif: sampleClassif

semispheregen: semispheregen

setDomain: setDomain

sort_index: sort_index

spiralgen: spiralgen

subGmm: subGmm

subMppca: subMppca

subVarbayes: subVarbayes

varbayes: varbayes

vbcomp: vbcomp

vbconstr: vbconstr

vbpen: vbpen

ZtoLabels: ZtoLabels

Files in this package

VBmix
VBmix/COPYING
VBmix/inst
VBmix/inst/lowerpack.pdf
VBmix/inst/socket
VBmix/inst/socket/Makefile
VBmix/inst/socket/sockclient.cpp
VBmix/inst/socket/sockserver.cpp
VBmix/inst/suffstats.pdf
VBmix/configure.ac
VBmix/src
VBmix/src/parsers.c
VBmix/src/dirichlet.c
VBmix/src/utils.c
VBmix/src/config.h.in
VBmix/src/mppca.cpp
VBmix/src/varbayes.h
VBmix/src/couple.c
VBmix/src/parsers.h
VBmix/src/vbconstr.c
VBmix/src/getLabels.c
VBmix/src/vbcomp.c
VBmix/src/config.h
VBmix/src/mmppca.h
VBmix/src/varbayes.c
VBmix/src/vbconstr.h
VBmix/src/utils.h
VBmix/src/mkmeans.h
VBmix/src/EM.c
VBmix/src/Makevars.in
VBmix/src/test.c
VBmix/src/test.h
VBmix/src/EM.h
VBmix/src/knn.c
VBmix/src/mmppca.c
VBmix/src/gmmkmsock.cpp
VBmix/src/mppca.h
VBmix/src/vbcomp.h
VBmix/src/mkmeans.c
VBmix/NAMESPACE
VBmix/data
VBmix/data/datalist
VBmix/data/VBmix.RData
VBmix/R
VBmix/R/displayScatter.R VBmix/R/interfaces.R VBmix/R/displayGraph.R VBmix/R/Rutils.R VBmix/R/RGBtoLab.R
VBmix/MD5
VBmix/README
VBmix/DESCRIPTION
VBmix/configure
VBmix/man
VBmix/man/vbcomp.Rd VBmix/man/binnedEntropy.Rd VBmix/man/handdomains.Rd VBmix/man/mvnradiusdensity.Rd VBmix/man/mmppca.Rd VBmix/man/vbconstr.Rd VBmix/man/RGBtoLab.Rd VBmix/man/eigenMppca.Rd VBmix/man/irislabels.Rd VBmix/man/sort_index.Rd VBmix/man/gramschmidt.Rd VBmix/man/penlab.Rd VBmix/man/dat3sample.Rd VBmix/man/getDataLikelihood.Rd VBmix/man/gmmdensity.Rd VBmix/man/subGmm.Rd VBmix/man/EM.Rd VBmix/man/semispheregen.Rd VBmix/man/normalizeVariable.Rd VBmix/man/subMppca.Rd VBmix/man/l2norm.Rd VBmix/man/klmc.Rd VBmix/man/pixmapToVector.Rd VBmix/man/getQforComp.Rd VBmix/man/varbayes.Rd VBmix/man/generateSparsePoints.Rd VBmix/man/datagen.Rd VBmix/man/vbpen.Rd VBmix/man/newGmm.Rd VBmix/man/klut.Rd VBmix/man/gmmToMppca.Rd VBmix/man/mppcaToGmm.Rd VBmix/man/gaussianKL.Rd VBmix/man/buildFrame.Rd VBmix/man/gmmgen.Rd VBmix/man/getResp.Rd VBmix/man/displayGraph.Rd VBmix/man/mkmeans.Rd VBmix/man/appendToGmm.Rd VBmix/man/gridGen.Rd VBmix/man/newMppca.Rd VBmix/man/handdat.Rd VBmix/man/setDomain.Rd VBmix/man/mvngen.Rd VBmix/man/mergeClassif.Rd VBmix/man/extractSimpleModel.Rd VBmix/man/mvndensity.Rd VBmix/man/normMppca.Rd VBmix/man/mixKnn.Rd VBmix/man/handvoid.Rd VBmix/man/randomGmm.Rd VBmix/man/handnonvoid.Rd VBmix/man/spiralgen.Rd VBmix/man/pcapen.Rd VBmix/man/getCouple.Rd VBmix/man/imglabels.Rd VBmix/man/imgnames.Rd VBmix/man/reBuild.Rd VBmix/man/isNonVoid.Rd VBmix/man/pca.Rd VBmix/man/handlab.Rd VBmix/man/sampleClassif.Rd VBmix/man/plotGmm.Rd VBmix/man/gdist.Rd VBmix/man/mySmoothScatter.Rd VBmix/man/rDirichlet.Rd VBmix/man/getLabels.Rd VBmix/man/gmmpen.Rd VBmix/man/getBic.Rd VBmix/man/constrClassif.Rd VBmix/man/getColor.Rd VBmix/man/jsut.Rd VBmix/man/ZtoLabels.Rd VBmix/man/dat2sample.Rd VBmix/man/irisdata.Rd VBmix/man/gmmkmsock.Rd VBmix/man/covgen.Rd VBmix/man/jsmc.Rd VBmix/man/pendat.Rd VBmix/man/generate2Dtransform.Rd VBmix/man/displayNnet.Rd VBmix/man/mymvn2plot.Rd VBmix/man/appendToMppca.Rd VBmix/man/displaySVM.Rd VBmix/man/displayScatter.Rd VBmix/man/subVarbayes.Rd VBmix/man/mppca.Rd VBmix/man/getVarbayesResp.Rd VBmix/man/circlegen.Rd VBmix/man/multinomial.Rd VBmix/man/appendToList.Rd VBmix/man/imgmods.Rd VBmix/man/dDirichlet.Rd VBmix/man/incremMerge.Rd VBmix/man/dat1sample.Rd

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