Problem:
Determine the KL Divergence between the empirical distributions $\{0.317,0.067,0.099,0.118,0.144\}$ and $\{0.116,0.435,0.089,0.039,0.226\}$.
from scipy.stats import entropy

distribution1 = 0.317, 0.067, 0.099, 0.118, 0.144
distribution2 = 0.116, 0.435, 0.089, 0.039, 0.226
print(entropy(distribution1, qk=distribution2))
