Entropy Estimators

infomeasure.estimators.entropy Package

Classes

DiscreteEntropyEstimator(*data[, base])	Estimator for discrete entropy (Shannon entropy).
KernelEntropyEstimator(*data, bandwidth, kernel)	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