scikit-learn

Deep learning framework. Backed by Facebook.

Makes advanced NLP tasks, like Part of Speach Tagging and Named Entitiy Recognition easy.

Powerful and simple topic modeling and natural language processing

Extremely powerful Gradient Boosting – wins many competitions.