A tutu on how to count hapaxes (words which occur only once in a text or corpus) using NLTK.
Some alternatives mentioned:

• Pattern : Python package for datamining the WWW which includes submodules for language processing and machine learning
• Polyglot : language library focusing on "massive multilingual applications"
• spaCy : an "industrial strength" NLP library focused on performance with a streamlined API