Problem:
Determine the KL Divergence between the empirical distributions $\{0.037,0.164,0.044,0.149,0.044,0.053,0.088,0.226,0.093\}$ and $\{0.021,0.165,0.183,0.038,0.087,0.054,0.037,0.255,0.078\}$.
from scipy.stats import entropy

distribution1 = 0.037, 0.164, 0.044, 0.149, 0.044, 0.053, 0.088, 0.226, 0.093
distribution2 = 0.021, 0.165, 0.183, 0.038, 0.087, 0.054, 0.037, 0.255, 0.078
print(entropy(distribution1, qk=distribution2))
