Problem:
Determine the KL Divergence between the empirical distributions $\{0.087,0.128,0.07,0.027,0.064,0.226,0.073,0.072,0.048,0.074\}$ and $\{0.256,0.154,0.118,0.054,0.069,0.097,0.016,0.02,0.101,0.075\}$.
from scipy.stats import entropy

distribution1 = 0.087, 0.128, 0.07, 0.027, 0.064, 0.226, 0.073, 0.072, 0.048, 0.074
distribution2 = 0.256, 0.154, 0.118, 0.054, 0.069, 0.097, 0.016, 0.02, 0.101, 0.075
print(entropy(distribution1, qk=distribution2))
