Python, NLP, Numpy, Scikit Learn.
adequately represent documents, but their full potential is only realized for large campus. doc_list = [doc for doc in corpus.fileids()] words_list = [corpus.words(doc) for doc in [doc for doc in corpus.fileids()]] doc_arr = dict(zip(doc_list, words_list)) encoder = TfIdfEncoder(doc_arr,