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I'm looking for some LDA implementation. I know about this one, MALLET but it is coded in Java and I need some more performant.

Can someone give me some reference?

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You can use the original C++ code of the LDA inventors Blei et al.

Also quite fast is GibbsLDA (written in C and C++).

If you want to parallelize it you might want to check out plda (C++).

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