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asit-pal/mi_scikit.py

Created August 15, 2022 22:27
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mutual_information_with_scikit_learn
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mi_scikit.py
from sklearn.feature_selection import mutual_info_regression as MIR
mutual_information = []
for i in range(1000,100000,1000):
distr = multivariate_normal(mean=mean,cov=cov,size=i)
X,Y = distr[:,0],distr[:,1]
mutual_information.append(MIR(X.reshape(-1,1),Y))
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