def similarity(self, w1, w2):
    """
        Compute cosine similarity between two words.
        Example::
          >>> trained_model.similarity('woman', 'man')
          0.73723527
          >>> trained_model.similarity('woman', 'woman')
          1.0
        """
Interpreting negative Word2Vec similarity from gensim