Problem:
Determine the KL Divergence between the empirical distributions $\{0.469,0.163,0.205,0.001\}$ and $\{0.059,0.34,0.236,0.23\}$.
from scipy.stats import entropy

distribution1 = 0.469, 0.163, 0.205, 0.001
distribution2 = 0.059, 0.34, 0.236, 0.23
print(entropy(distribution1, qk=distribution2))
