hoi.core

Core information-theoretical measures and combinatorics.

Measures of Entropy

get_entropy([method])	Get entropy function.
entropy_gc(x[, biascorrect, copnorm])	Gaussian Copula entropy.
entropy_gauss(x)	Gaussian entropy.
entropy_bin(x[, base])	Entropy using binning.
entropy_hist(x[, base, n_bins])	Entropy using binning.
entropy_knn(x[, k])	Entropy using the k-nearest neighbor.
entropy_kernel(x[, bw_method])	Entropy using gaussian kernel density.
prepare_for_it(data, method[, samples])	Prepare the data before computing entropy.

Measures of Mutual Information

get_mi([method])

Get Mutual-Information function.

Combinatorics

combinations(n, minsize[, maxsize, astype, ...])

Get combinations.