Machine Learning, Artificial Intelligence, Data Science.
difference between two distributions P and Q. It is easy to prove that cross-entropy, entropy and KL Divergence are related: i.e., KL-Divergence measures the inefficiency of representing P with encoding scheme Q — the extra-bits to encode the information with the sub-optimal scheme. Therefore,