sklearn.base

Base classes for all estimators and various utility functions.

BaseEstimator	Base class for all estimators in scikit-learn.
BiclusterMixin	Mixin class for all bicluster estimators in scikit-learn.
ClassNamePrefixFeaturesOutMixin	Mixin class for transformers that generate their own names by prefixing.
ClassifierMixin	Mixin class for all classifiers in scikit-learn.
ClusterMixin	Mixin class for all cluster estimators in scikit-learn.
DensityMixin	Mixin class for all density estimators in scikit-learn.
MetaEstimatorMixin	Mixin class for all meta estimators in scikit-learn.
OneToOneFeatureMixin	Provides get_feature_names_out for simple transformers.
OutlierMixin	Mixin class for all outlier detection estimators in scikit-learn.
RegressorMixin	Mixin class for all regression estimators in scikit-learn.
TransformerMixin	Mixin class for all transformers in scikit-learn.
clone	Construct a new unfitted estimator with the same parameters.
is_classifier	Return True if the given estimator is (probably) a classifier.
is_clusterer	Return True if the given estimator is (probably) a clusterer.
is_regressor	Return True if the given estimator is (probably) a regressor.
is_outlier_detector	Return True if the given estimator is (probably) an outlier detector.