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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

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)

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