DiscreteCMIEstimator

class infomeasure.estimators.mutual_information.DiscreteCMIEstimator(*data, cond=None, offset: int = 0, base: int | float | str = 'e', **kwargs)

Bases: BaseDiscreteMIEstimator, ConditionalMutualInformationEstimator

Estimator for the discrete conditional mutual information.

Attributes:

*dataarray_like, shape (n_samples,)

The data used to estimate the conditional mutual information. You can pass an arbitrary number of data arrays as positional arguments.

condarray_like

The conditional data used to estimate the conditional mutual information.