Variational Inference for Sigmoid Belief Network

Torch/Lua Implementation for a Sigmoid Belief Network using mean-field variational algorithm of Saul, Jaakola and Jordan.

TODO

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
Estep.lua		Estep.lua
Mstep.lua		Mstep.lua
README.md		README.md
ancestralSampleSBN.lua		ancestralSampleSBN.lua
blockOut.dat		blockOut.dat
createAdjMatrix.lua		createAdjMatrix.lua
data.csv		data.csv
getData.lua		getData.lua
histogram.pdf		histogram.pdf
lowerBound.lua		lowerBound.lua
main.lua		main.lua
mycsv.lua		mycsv.lua
plotSliceSampleHist.m		plotSliceSampleHist.m
sampleSBN.lua		sampleSBN.lua
samples.csv		samples.csv
scratch.lua		scratch.lua
slicesample.lua		slicesample.lua
test.lua		test.lua
testSliceSampler.lua		testSliceSampler.lua
testpdf		testpdf
testpdf.lua		testpdf.lua
true.csv		true.csv
util.lua		util.lua
variationalSBN.lua		variationalSBN.lua

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