Problem:
Determine the KL Divergence between the empirical distributions $\{0.2,0.045,0.063,0.106,0.159,0.096,0.09,0.151\}$ and $\{0.001,0.127,0.034,0.123,0.027,0.074,0.007,0.446\}$.
from scipy.stats import entropy

distribution1 = 0.2, 0.045, 0.063, 0.106, 0.159, 0.096, 0.09, 0.151
distribution2 = 0.001, 0.127, 0.034, 0.123, 0.027, 0.074, 0.007, 0.446
print(entropy(distribution1, qk=distribution2))
