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Python, C, Assembly – 2,500x Faster Cosine Similarity Cosine similarity is a check to see if two vectors point in the same direction, regardless of magnitude. This test is frequently used in some machine learning algorithms. This article details the various steps in speeding up the code, starting with vanilla Python and going all the way down to hand tuned assembly language. ASH VARDANIAN