Problem:
Determine the KL Divergence between the empirical distributions $\{0.08,0.271,0.069,0.033,0.138,0.069,0.143,0.051,0.139\}$ and $\{0.178,0.044,0.073,0.17,0.077,0.105,0.072,0.054,0.084\}$.
from scipy.stats import entropy

distribution1 = 0.08, 0.271, 0.069, 0.033, 0.138, 0.069, 0.143, 0.051, 0.139
distribution2 = 0.178, 0.044, 0.073, 0.17, 0.077, 0.105, 0.072, 0.054, 0.084
print(entropy(distribution1, qk=distribution2))
