Entropy Estimators

infomeasure.estimators.entropy Package

Classes

DiscreteEntropyEstimator(data, *[, base])	Estimator for discrete entropy (Shannon entropy).
KernelEntropyEstimator(data, *, bandwidth, ...)	Estimator for entropy (Shannon) using Kernel Density Estimation (KDE).
KozachenkoLeonenkoEntropyEstimator(data, *)	Kozachenko-Leonenko estimator for Shannon entropies.
OrdinalEntropyEstimator(data, *, embedding_dim)	Estimator for the Ordinal / Permutation entropy.
RenyiEntropyEstimator(data, *[, k, alpha, base])	Estimator for the Rényi entropy.
TsallisEntropyEstimator(data, *[, k, q, base])	Estimator for the Tsallis entropy.

Class Inheritance Diagram