Information-based estimators#

frites.estimator:

Information-based estimators.

Information-theoretic estimators#

GCMIEstimator([mi_type, copnorm, ...])

Gaussian Copula Mutual-Information estimator.

BinMIEstimator([mi_type, n_bins, verbose])

Binning-based Mutual-Information estimator.

Distance estimators#

DcorrEstimator([implementation, verbose])

Distance correlation-based estimator.

CorrEstimator([method, implementation, verbose])

Correlation-based estimator.

Estimator utility functions#

CustomEstimator(name, mi_type, core_fun[, ...])

Wrapper for defining custom estimator of information.

ResamplingEstimator(estimator[, ...])

Trial-resampling estimator.