VBmix: Variational Bayesian Mixture Models

Variational algorithms and methods for fitting mixture models.

Install the latest version of this package by entering the following in R:
install.packages("VBmix")
AuthorPierrick Bruneau
Date of publication2017-04-01 06:30:24 UTC
MaintainerPierrick Bruneau <pbruneau@gmail.com>
LicenseGPL-2 | GPL-3
Version0.3.2

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

Functions

appendToGmm Man page
appendToList Man page
appendToMppca Man page
binnedEntropy Man page
buildFrame Man page
circlegen Man page
constrClassif Man page
covgen Man page
dat1sample Man page
dat2sample Man page
dat3sample Man page
datagen Man page
dDirichlet Man page
displayGraph Man page
displayNnet Man page
displayScatter Man page
displaySVM Man page
eigenMppca Man page
EM Man page
extractSimpleModel Man page
gaussianKL Man page
gdist Man page
generate2Dtransform Man page
generateSparsePoints Man page
getBic Man page
getColor Man page
getCouple Man page
getDataLikelihood Man page
getLabels Man page
getQforComp Man page
getResp Man page
getVarbayesResp Man page
gmmdensity Man page
gmmgen Man page
gmmkmsock Man page
gmmpen Man page
gmmToMppca Man page
gramschmidt Man page
gridGen Man page
handdat Man page
handdomains Man page
handlab Man page
handnonvoid Man page
handvoid Man page
imglabels Man page
imgmods Man page
imgnames Man page
incremMerge Man page
irisdata Man page
irislabels Man page
isNonVoid Man page
jsmc Man page
jsut Man page
klmc Man page
klut Man page
l2norm Man page
mergeClassif Man page
mixKnn Man page
mkmeans Man page
mmppca Man page
mppca Man page
mppcaToGmm Man page
multinomial Man page
mvndensity Man page
mvngen Man page
mvnradiusdensity Man page
mymvn2plot Man page
mySmoothScatter Man page
newGmm Man page
newMppca Man page
normalizeVariable Man page
normMppca Man page
pca Man page
pcapen Man page
pendat Man page
penlab Man page
pixmapToVector Man page
plotGmm Man page
randomGmm Man page
rDirichlet Man page
reBuild Man page
RGBtoLab Man page
sampleClassif Man page
semispheregen Man page
setDomain Man page
sort_index Man page
spiralgen Man page
subGmm Man page
subMppca Man page
subVarbayes Man page
varbayes Man page
vbcomp Man page
vbconstr Man page
vbpen Man page
ZtoLabels Man page

Files

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

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All documentation is copyright its authors; we didn't write any of that.