Problem:
Determine the KL Divergence between the empirical distributions $\{0.181,0.083,0.242,0.103\}$ and $\{0.009,0.104,0.231,0.408\}$.
from scipy.stats import entropy

distribution1 = 0.181, 0.083, 0.242, 0.103
distribution2 = 0.009, 0.104, 0.231, 0.408
print(entropy(distribution1, qk=distribution2))
