API Reference

This is the API documentation for the scikit-bayes package.

Bayesian Classifiers

Mixed Naive Bayes

MixedNB([categorical_features, ...])

Mixed Naive Bayes classifier for heterogeneous data.

AnDE Family

Averaged n-Dependence Estimators and related classifiers.

AnDE([n_dependence, n_bins, strategy, ...])	Averaged n-Dependence Estimators (AnDE) [Generative].
AnJE([n_dependence, n_bins, strategy, ...])	Averaged n-Join Estimators (AnJE) [Generative].
ALR([n_dependence, n_bins, strategy, alpha, ...])	Accelerated Logistic Regression (ALR) [Hybrid].
WeightedAnDE([n_dependence, n_bins, ...])	Weighted AnDE [Hybrid].

Utilities

utils.discovery.all_estimators([type_filter])	Get a list of all estimators from skbn.
utils.discovery.all_displays()	Get a list of all displays from skbn.
utils.discovery.all_functions()	Get a list of all functions from skbn.