Basic example of script that creates gensim dictionary and corpus.  Needs more support for preprocessing, logging, and error handling.
Moved to using Gensim TextCorpora objects, overrode get_texts() method.  Saves corpus in Mm format to save on dataset creating time.  Still need to figure the optimal filter_extreme values.
Updated requirements.txt.