Get a list of all estimators from sklearn.
This function crawls the module and gets all classes that inherit from BaseEstimator. Classes that are defined in test-modules are not included. By default meta_estimators such as GridSearchCV are also not included.
- type_filterstring, list of string, or None, default=None
Which kind of estimators should be returned. If None, no filter is applied and all estimators are returned. Possible values are ‘classifier’, ‘regressor’, ‘cluster’ and ‘transformer’ to get estimators only of these specific types, or a list of these to get the estimators that fit at least one of the types.
- estimatorslist of tuples
List of (name, class), where
nameis the class name as string and
classis the actuall type of the class.