Cache topicSmoothing coefficients for SparseLDAInferencer
cache denominators for SparseLDAInferencer
SparseLDAInferencer: cache 1/den, multiplication is faster
remove repeated ner buffer allocation when sampling z's
Use cached denominators at a few more places
Merge pull request #3 from vineetmundhra/master

Make SparseLDAInferencer faster