Python, NLP, Numpy, Scikit Learn.
word_occurences_in_doc/doc_len IDF, indirect document frequency, is the logarithm of the number of documents containing a word divided by the total number of documents in the corpus, in pseudo code log(number_of_docs/number_of_docs_containing_word) The implementation is quite complex, structured