Problem:
Determine the KL Divergence between the empirical distributions $\{0.099,0.082,0.027,0.203,0.023,0.077,0.125,0.074,0.124,0.104\}$ and $\{0.108,0.094,0.129,0.048,0.059,0.068,0.099,0.09,0.117,0.151\}$.
from scipy.stats import entropy

distribution1 = 0.099, 0.082, 0.027, 0.203, 0.023, 0.077, 0.125, 0.074, 0.124, 0.104
distribution2 = 0.108, 0.094, 0.129, 0.048, 0.059, 0.068, 0.099, 0.09, 0.117, 0.151
print(entropy(distribution1, qk=distribution2))
