Problem:
Determine the KL Divergence between the empirical distributions $\{0.003,0.132,0.253,0.149,0.011,0.125,0.034,0.221\}$ and $\{0.117,0.054,0.027,0.152,0.006,0.081,0.044,0.287\}$.
from scipy.stats import entropy

distribution1 = 0.003, 0.132, 0.253, 0.149, 0.011, 0.125, 0.034, 0.221
distribution2 = 0.117, 0.054, 0.027, 0.152, 0.006, 0.081, 0.044, 0.287
print(entropy(distribution1, qk=distribution2))
