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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

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)

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