How to find Cosine Distance and Hamming Distance in Scipy

Recipe Objective - How to find Cosine Distance and Hamming Distance in Scipy?

Cosine Distance:

Cosine distance returns the angle between the two given point A and B.

SciPy provides "scipy.spatial.distance.cosine()" method to find out the Cosine Distance.

from scipy.spatial.distance import cosine

cos1 = (2, 3)
cos2 = (8, 0)

rslt = cosine(cos1, cos2)

print(rslt)


Hamming Distance:

Hamming Distance is the way to compute distance for binary numbers or sequence.

SciPy provides "scipy.spatial.distance.hamming()" method to find out the Hamming Distance.

from scipy.spatial.distance import hamming

ham1 = (1, 0, 1)
ham2 = (0, 1, 1)

rslt = hamming(ham1, ham2)

print(rslt)