Topic Modeling, Topic Noise Modeling, Unsupervised Learning, Twitter Data, Text Data.
words should be returned from the distribution. The top_words and noise_words_max parameters are necessary because the topic-word and noise distributions are a distribution over all the words in the vocabulary. These parameters are purely for convenience and to save a bit of time when analyzing the