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Persistent topic models (NMF, LDA, Ensemble LDA)#84

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larsgrobe wants to merge 4 commits intoNLeSC:masterfrom
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Persistent topic models (NMF, LDA, Ensemble LDA)#84
larsgrobe wants to merge 4 commits intoNLeSC:masterfrom
larsgrobe:master

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This PR implements the proposed persistant models as discussed in #82 .

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