Various improvements and extensions.
* Optimized LDA.
* Corrected a bug in LDA (the counts for document and corpus were swapped).
* Started adding support for LLDA (labels in TextDocument/Corpus, code reorganized in LDA)
Added support for labeled documents
Finished adding labeled support