Svd, Latent Semantic Analysis, Text Analytics, Data Science, Development.
take less into account the magnitude of the vectors. It is a broadly used method to compare vectors in text analytics solutions. import numpy as np from numpy.linalg import norm # comparing vectors similarity = np.dot(vector_1,vector_2)/(norm(vector_1)*norm(vector_2)) The result is a floating-point