NLTK is widely considered the best Python library for NLP. It is an essential library that supports tasks like classification, tagging, stemming, parsing, and semantic reasoning.

The Python programming language releases new versions yearly, with a feature-locked beta release in the first half of the year and the final release toward the end of the year.