Problem:
Determine the KL Divergence between the empirical distributions $\{0.175,0.455,0.039,0.13\}$ and $\{0.678,0.087,0.163,0.06\}$.
from scipy.stats import entropy

distribution1 = 0.175, 0.455, 0.039, 0.13
distribution2 = 0.678, 0.087, 0.163, 0.06
print(entropy(distribution1, qk=distribution2))
