Problem:
Determine the KL Divergence between the empirical distributions $\{0.105,0.039,0.048,0.172,0.245,0.082,0.199,0.049,0.017,0.024\}$ and $\{0.062,0.048,0.06,0.038,0.172,0.066,0.095,0.109,0.131,0.146\}$.
from scipy.stats import entropy

distribution1 = 0.105, 0.039, 0.048, 0.172, 0.245, 0.082, 0.199, 0.049, 0.017, 0.024
distribution2 = 0.062, 0.048, 0.06, 0.038, 0.172, 0.066, 0.095, 0.109, 0.131, 0.146
print(entropy(distribution1, qk=distribution2))
