TF-IDF with N-Grams: Comparing Scikit-Learn and a Custom Approach

When computing TF-IDF, Scikit-Learn applies certain adjustments that may differ from the standard textbook approach. While the traditional TF-IDF calculation involves computing raw term frequency (TF) and inverse document frequency (IDF) separately b...