Problem:
Determine the KL Divergence between the empirical distributions $\{0.256,0.234,0.036,0.044,0.189,0.02,0.138,0.08\}$ and $\{0.148,0.008,0.162,0.072,0.152,0.029,0.379,0.003\}$.
from scipy.stats import entropy

distribution1 = 0.256, 0.234, 0.036, 0.044, 0.189, 0.02, 0.138, 0.08
distribution2 = 0.148, 0.008, 0.162, 0.072, 0.152, 0.029, 0.379, 0.003
print(entropy(distribution1, qk=distribution2))
