added inference tooling to HDP as per implementation in LDA

uses LDA equivalent topics (have been using this method in run_online_hdp from CW with good success)

please note I haven't tested this code in gensim as I don't currently use gensim, but the technique has been tested extensively in my fork of the original Chong Wang code.