Learn how the Adagrad optimization algorithm works and see how to implement it step by step in pure Python — perfect for ...

The algorithm then returns the given word, its part of speech, and its lemma, or base-form. Sentiment analysis is done using VADER: Valence Aware Dictionary and sEntiment Reasoner.