### Cosine Similarity - Understanding the math and how it ...

Cosine Similarity Formula. As you include more words from the document, it’s harder to visualize a higher dimensional space. But you can directly compute the cosine similarity using this math formula. Enough with the theory. Let’s compute the cosine similarity with Python’s scikit learn. 4. How to Compute Cosine Similarity in Python?