Data Science, Machine Learning.
matrices and on that front we still have tons of elbow space because this calculation is still quite easy for sklearn. (side-note: Spark also implements distributed TF-IDF calculation but we didn’t have to use it). Here’s pseudocode to illustrate our solution: from sklearn.feature_extraction.text