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VBmix (version 0.2.8)
Variational Bayesian mixture models
Description
Variational algorithms and methods for fitting mixture models. Main functions are varbayes, vbcomp, vbconstr, mppca, mmppca and gmmkmsock.
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Version
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Install
install.packages('VBmix')
Monthly Downloads
95
Version
0.2.8
License
GPL-2 | GPL-3
Maintainer
Pierrick Bruneau
Last Published
September 8th, 2012
Functions in VBmix (0.2.8)
Search all functions
gmmToMppca
gmmToMppca
buildFrame
buildFrame
RGBtoLab
RGBtoLab
gridGen
gridGen
getCouple
getCouple
irislabels
irislabels
getDataLikelihood
getDataLikelihood
handnonvoid
handnonvoid
binnedEntropy
binnedEntropy
getVarbayesResp
getVarbayesResp
handvoid
handvoid
covgen
covgen
pendat
pendat
imgmods
imgmods
mppcaToGmm
mppcaToGmm
displayScatter
displayScatter
dDirichlet
dDirichlet
gramschmidt
gramschmidt
Rdct2D
Rdct2D
dat1sample
dat1sample
generate2Dtransform
generate2Dtransform
handdomains
handdomains
spiralgen
spiralgen
reBuild
reBuild
getResp
getResp
classicEM
classicEM
dat3sample
dat3sample
displaySVM
displaySVM
subGmm
subGmm
getBic
getBic
gmmgen
gmmgen
semispheregen
semispheregen
circlegen
circlegen
gmmdensity
gmmdensity
jsmc
jsmc
newMppca
newMppca
multinomial
multinomial
klut
klut
datagen
datagen
l2norm
l2norm
varbayes
varbayes
ZtoLabels
ZtoLabels
mvngen
mvngen
generateSparsePoints
generateSparsePoints
imgnames
imgnames
setDomain
setDomain
mymvn2plot
mymvn2plot
isNonVoid
isNonVoid
mmppca
mmppca
sampleClassif
sampleClassif
pcapen
pcapen
RinvDct2D
RinvDct2D
readLabelFile
readLabelFile
appendToGmm
appendToGmm
appendToMppca
appendToMppca
appendToList
appendToList
gmmpen
gmmpen
rDirichlet
rDirichlet
displayNnet
displayNnet
eigenMppca
eigenMppca
getColor
getColor
plotGmm
plotGmm
mySmoothScatter
mySmoothScatter
irisdata
irisdata
vbcomp
vbcomp
incremMerge
incremMerge
handdat
handdat
mppca
mppca
mvndensity
mvndensity
gmmkmsock
gmmkmsock
newGmm
newGmm
pca
pca
penlab
penlab
pixmapToVector
pixmapToVector
subMppca
subMppca
displayGraph
displayGraph
extractSimpleModel
extractSimpleModel
getLabels
getLabels
handlab
handlab
dat2sample
dat2sample
gaussianKL
gaussianKL
klmc
klmc
getElapsed
getElapsed
getTimestamp
getTimestamp
getQforComp
getQforComp
mixKnn
mixKnn
vbconstr
vbconstr
subVarbayes
subVarbayes
jsut
jsut
mergeClassif
mergeClassif
sort_index
sort_index
readPixmapFile
readPixmapFile
randomGmm
randomGmm
vbpen
vbpen
normMppca
normMppca
Rdct
Rdct
imglabels
imglabels
constrClassif
constrClassif
normalizeVariable
normalizeVariable