Updated gensim setup script.
Updated demo script

Removed create_folder function.
Updated STM website.
Updated web2py fcgi deployment script.

Modified comment.
Upgraded web2py to version 2.9 (from version 2.8)
Updated Makefile

Added more descriptive comments.
Restored MALLET memory requirement to 1GB (down from 8GB).