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VBmix (version 0.2.17)
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
0.3.2
0.3.1
0.2.17
0.2.16
0.2.13
0.2.12
0.2.11
0.2.10
0.2.9
0.2.8
0.2.7
0.2.6
0.2.5
Install
install.packages('VBmix')
Monthly Downloads
95
Version
0.2.17
License
GPL-2 | GPL-3
Maintainer
Pierrick Bruneau
Last Published
May 6th, 2014
Functions in VBmix (0.2.17)
Search all functions
appendToGmm
appendToGmm
getCouple
getCouple
ZtoLabels
ZtoLabels
RinvDct2D
RinvDct2D
appendToMppca
appendToMppca
generate2Dtransform
generate2Dtransform
RGBtoLab
RGBtoLab
incremMerge
incremMerge
mySmoothScatter
mySmoothScatter
dat2sample
dat2sample
l2norm
l2norm
displaySVM
displaySVM
dat1sample
dat1sample
circlegen
circlegen
extractSimpleModel
extractSimpleModel
irisdata
irisdata
mmppca
mmppca
pca
pca
getColor
getColor
Rdct
Rdct
gmmpen
gmmpen
datagen
datagen
displayScatter
displayScatter
gaussianKL
gaussianKL
jsut
jsut
covgen
covgen
pcapen
pcapen
pendat
pendat
appendToList
appendToList
handvoid
handvoid
getResp
getResp
handnonvoid
handnonvoid
Rdct2D
Rdct2D
constrClassif
constrClassif
gmmdensity
gmmdensity
handdat
handdat
irislabels
irislabels
imgmods
imgmods
normalizeVariable
normalizeVariable
reBuild
reBuild
mppca
mppca
binnedEntropy
binnedEntropy
setDomain
setDomain
buildFrame
buildFrame
readLabelFile
readLabelFile
gmmToMppca
gmmToMppca
newGmm
newGmm
dDirichlet
dDirichlet
mvngen
mvngen
getLabels
getLabels
multinomial
multinomial
varbayes
varbayes
gridGen
gridGen
rDirichlet
rDirichlet
isNonVoid
isNonVoid
classicEM
classicEM
displayGraph
displayGraph
eigenMppca
eigenMppca
subMppca
subMppca
randomGmm
randomGmm
handdomains
handdomains
getDataLikelihood
getDataLikelihood
pixmapToVector
pixmapToVector
imglabels
imglabels
getQforComp
getQforComp
getBic
getBic
mergeClassif
mergeClassif
mixKnn
mixKnn
gramschmidt
gramschmidt
penlab
penlab
klmc
klmc
mvndensity
mvndensity
sort_index
sort_index
subGmm
subGmm
vbcomp
vbcomp
gmmkmsock
gmmkmsock
normMppca
normMppca
subVarbayes
subVarbayes
semispheregen
semispheregen
dat3sample
dat3sample
readPixmapFile
readPixmapFile
gmmgen
gmmgen
displayNnet
displayNnet
klut
klut
vbconstr
vbconstr
getVarbayesResp
getVarbayesResp
handlab
handlab
newMppca
newMppca
mppcaToGmm
mppcaToGmm
mymvn2plot
mymvn2plot
sampleClassif
sampleClassif
generateSparsePoints
generateSparsePoints
plotGmm
plotGmm
imgnames
imgnames
vbpen
vbpen
jsmc
jsmc
spiralgen
spiralgen