I'd like to understand why sklearn's implementation of tf-idf is different from the standard textbook notation as described in the docs: https://scikit-learn.org/stable/modules/feature_extraction.html#tfidf-term-weighting

Do you have any reference that I could take a look at? I didn't manage to find them in the docs, maybe I missed something?