causalnex.discretiser

Description

causalnex.discretiser provides functionality to discretise data.

Classes

DecisionTreeSupervisedDiscretiserMethod([…])

Allows the discretisation of continuous features based on the split thresholds of either sklearn’s DecisionTreeRegressor or DecisionTreeClassifier.

Discretiser([method, num_buckets, …])

Allows the discretisation of numeric data.

MDLPSupervisedDiscretiserMethod([mdlp_args])

Allows discretisation of continuous features using mdlp algorithm