Problem:
Determine the KL Divergence between the empirical distributions $\{0.104,0.026,0.285,0.172,0.037,0.064,0.067,0.105\}$ and $\{0.026,0.051,0.091,0.156,0.069,0.028,0.073,0.107\}$.
from scipy.stats import entropy

distribution1 = 0.104, 0.026, 0.285, 0.172, 0.037, 0.064, 0.067, 0.105
distribution2 = 0.026, 0.051, 0.091, 0.156, 0.069, 0.028, 0.073, 0.107
print(entropy(distribution1, qk=distribution2))
