DiscreteEntropy is a Julia package to estimate the Shannon entropy of discrete random variables. It contains implementations of
many popular entropy estimators, such as Chao-Shen, NSB, Miller-Madow and various Bayesian estimators. Moreoever, it also contains functions
for estimating cross entropy, KL divergence, mutual information, conditional information, Theil's U and other entropy measures.
It supports Jackknife and Bayesian Bootstrap resampling for data poor estimation.