sklearn.utils.testing
.all_estimators¶
-
sklearn.utils.testing.
all_estimators
(include_meta_estimators=None, include_other=None, type_filter=None, include_dont_test=None)[source]¶ 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.
Parameters: - include_meta_estimators : boolean, default=False
Deprecated, ignored. .. deprecated:: 0.21
include_meta_estimators
has been deprecated and has no effect in 0.21 and will be removed in 0.23.- include_other : boolean, default=False
Deprecated, ignored. .. deprecated:: 0.21
include_other
has been deprecated and has not effect in 0.21 and will be removed in 0.23.- type_filter : string, 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.
- include_dont_test : boolean, default=False
Deprecated, ignored. .. deprecated:: 0.21
include_dont_test
has been deprecated and has no effect in 0.21 and will be removed in 0.23.
Returns: - estimators : list of tuples
List of (name, class), where
name
is the class name as string andclass
is the actuall type of the class.