Problem:
Determine the KL Divergence between the empirical distributions $\{0.154,0.036,0.028,0.031,0.198,0.103,0.001,0.001,0.047,0.401\}$ and $\{0.17,0.057,0.052,0.059,0.019,0.185,0.117,0.079,0.146,0.056\}$.
from scipy.stats import entropy

distribution1 = 0.154, 0.036, 0.028, 0.031, 0.198, 0.103, 0.001, 0.001, 0.047, 0.401
distribution2 = 0.17, 0.057, 0.052, 0.059, 0.019, 0.185, 0.117, 0.079, 0.146, 0.056
print(entropy(distribution1, qk=distribution2))
