base_meta

Metaclass that overrides creating a new component or pipeline by wrapping methods with validators and setters.

Module Contents

Classes Summary

BaseMeta

Metaclass that overrides creating a new component or pipeline by wrapping methods with validators and setters.

Contents

class evalml.utils.base_meta.BaseMeta

Metaclass that overrides creating a new component or pipeline by wrapping methods with validators and setters.

Attributes

FIT_METHODS	[‘fit’, ‘fit_transform’]
METHODS_TO_CHECK	[‘predict’, ‘predict_proba’, ‘transform’, ‘inverse_transform’, ‘get_trend_dataframe’]
PROPERTIES_TO_CHECK	[‘feature_importance’]

Methods

register	Register a virtual subclass of an ABC.
set_fit	Wrapper for the fit method.

register(cls, subclass)

Register a virtual subclass of an ABC.

Returns the subclass, to allow usage as a class decorator.

classmethod set_fit(cls, method)

Wrapper for the fit method.