This package helps to find the overlap percentage of two probability distributions.
Project description
PDistMap
This package helps to find the overlap percentage of two probability distributions.
Installation
pip install pdistmap
How to use it
Method 1
from pdistmap.set import KDEIntersection
import numpy as np
A = np.array([25, 40, 70, 65, 69, 75, 80, 85])
B = np.array([25, 40, 70, 65, 69, 75, 80, 85, 81, 90])
area = KDEIntersection(A,B).intersection_area()
print(area) # Expected output: 0.8752770150023454
KDEIntersection(A,B).intersection_area(plot = True)
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