NLP, Topic Modeling, Data Science, Nlp Tutorial, Machine Learning.
deterministic algorithm that arrives at a single representation of the corpus in terms of latent topics. In essence, given a matrix of documents by words (A), NMF will give us two matrices: a matrix W with topics by words, and the coefficient matrix H with documents by topics. Source: