Problem:
Determine the KL Divergence between the empirical distributions $\{0.08,0.207,0.027,0.105,0.214,0.12,0.017,0.062,0.055\}$ and $\{0.203,0.081,0.003,0.138,0.019,0.044,0.002,0.333,0.098\}$.
from scipy.stats import entropy

distribution1 = 0.08, 0.207, 0.027, 0.105, 0.214, 0.12, 0.017, 0.062, 0.055
distribution2 = 0.203, 0.081, 0.003, 0.138, 0.019, 0.044, 0.002, 0.333, 0.098
print(entropy(distribution1, qk=distribution2))
