  NLTK, the Natural Language Toolkit, is a suite of open source program
modules, tutorials and problem sets, providing ready-to-use computational
linguistics courseware. NLTK covers symbolic and statistical natural language
processing, and is interfaced to annotated corpora. Students augment and
replace existing components, learn structured programming by example, and
manipulate sophisticated models from the outset.
