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input matrix of NMF, we can use any feature creation technique that provides a term-document matrix-like TFIDF, bag-of-words, or word2vec. We will use TFIDF or tf-idf, short for Term Frequency–Inverse Document Frequency, including the top 5K most frequent terms (max_features), and excluding those