Problem:
Determine the KL Divergence between the empirical distributions $\{0.311,0.379,0.119,0.081\}$ and $\{0.394,0.088,0.099,0.193\}$.
from scipy.stats import entropy

distribution1 = 0.311, 0.379, 0.119, 0.081
distribution2 = 0.394, 0.088, 0.099, 0.193
print(entropy(distribution1, qk=distribution2))
