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github.com/automl/auto-sklearn
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Functions
1,916 in github.com/automl/auto-sklearn
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Functions
1,916
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Types & classes
344
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Endpoints
63
Method
__repr__
(self)
autosklearn/ensemble_building/run.py:164
Method
__repr__
(self)
autosklearn/pipeline/base.py:497
Method
__repr__
(self)
autosklearn/util/dask.py:61
Method
__repr__
(self)
autosklearn/util/dask.py:86
Method
__repr__
(self)
autosklearn/util/dask.py:141
Method
__repr__
(self)
autosklearn/util/single_thread_client.py:27
Method
__repr__
(self)
autosklearn/util/single_thread_client.py:112
Method
__setstate__
Reset state and instansiate blank cache.
autosklearn/ensemble_building/run.py:151
Method
__setstate__
Method is called when pickle loads an object. Retrieves the name and creates a logger. Parameters ----------
autosklearn/util/logging_.py:100
Method
__setstate__
Method is called when pickle loads an object. Retrieves the name and creates a logger. Parameters ----------
autosklearn/util/logging_.py:227
Method
__sklearn_is_fitted__
(self)
autosklearn/automl.py:1060
Method
__str__
(self)
autosklearn/data/abstract_data_manager.py:52
Method
__str__
(self)
autosklearn/ensembles/multiobjective_dummy_ensemble.py:163
Method
__str__
(self)
autosklearn/ensembles/ensemble_selection.py:346
Method
__str__
(self)
autosklearn/ensembles/singlebest_ensemble.py:106
Method
__str__
(self)
autosklearn/pipeline/components/base.py:169
Method
__str__
(self)
autosklearn/util/stopwatch.py:215
Function
_accuracy_requiring_X_data
Dummy metric that needs X Data
test/fixtures/metrics.py:8
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:138
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:144
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:157
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:170
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:176
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:182
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:194
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:215
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:223
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:244
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:252
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:261
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:270
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:276
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:282
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:296
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:312
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:320
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:326
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:334
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:340
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:355
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:374
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:392
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:411
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:437
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:470
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:483
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:492
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:502
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:510
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:525
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:565
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:573
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:581
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:589
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:597
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:637
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:645
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:653
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:661
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:682
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:732
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:779
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:819
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:866
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:911
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:976
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:1019
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:1061
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:1076
Method
_calculate
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:1092
Method
_calculate_sparse
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:186
Method
_calculate_sparse
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:199
Method
_calculate_sparse
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:228
Method
_calculate_sparse
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:453
Method
_calculate_sparse
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:545
Method
_calculate_sparse
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:617
Method
_calculate_sparse
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:772
Method
_calculate_sparse
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:812
Method
_calculate_sparse
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:853
Method
_calculate_sparse
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:905
Method
_calculate_sparse
(self, X, y, logger, feat_type)
autosklearn/metalearning/metafeatures/metafeatures.py:943
Function
_create_automl
Parameters ---------- automl_type : Type[AutoML] = AutoML The type of AutoML object to use _id: str | None = None I
test/fixtures/automl.py:18
Method
_fit
(self, evaluator)
test/test_evaluation/evaluation_util.py:78
Method
_get_automl_class
(self)
autosklearn/estimators.py:1511
Method
_get_automl_class
(self)
autosklearn/estimators.py:1613
Method
_get_estimator_components
(self)
autosklearn/pipeline/regression.py:267
Method
_get_estimator_hyperparameter_name
(self)
autosklearn/pipeline/classification.py:400
Method
_get_estimator_hyperparameter_name
(self)
autosklearn/pipeline/base.py:550
Method
_get_estimator_hyperparameter_name
(self)
autosklearn/pipeline/regression.py:310
Method
_get_estimator_hyperparameter_name
(self)
autosklearn/pipeline/components/data_preprocessing/feature_type_numerical.py:149
Method
_get_estimator_hyperparameter_name
(self)
autosklearn/pipeline/components/data_preprocessing/feature_type_text.py:145
Method
_get_estimator_hyperparameter_name
(self)
autosklearn/pipeline/components/data_preprocessing/feature_type_categorical.py:158
Method
_get_hyperparameter_search_space
Create the hyperparameter configuration space. Parameters ---------- feat_type : dict, maps columns to there datatypes
autosklearn/pipeline/classification.py:173
Method
_get_hyperparameter_search_space
Return the configuration space for the CASH problem. Parameters ---------- include : dict If include is given, on
autosklearn/pipeline/regression.py:117
Method
_get_hyperparameter_search_space
Create the hyperparameter configuration space. Parameters ---------- Returns ------- cs : ConfigSpace.configur
autosklearn/pipeline/components/data_preprocessing/feature_type_numerical.py:87
Method
_get_hyperparameter_search_space
Create the hyperparameter configuration space. Parameters ---------- # TODO add parameter description Returns
autosklearn/pipeline/components/data_preprocessing/feature_type_text.py:83
Method
_get_hyperparameter_search_space
Create the hyperparameter configuration space. Returns ------- cs : ConfigSpace.configuration_space.Configuration
autosklearn/pipeline/components/data_preprocessing/feature_type_categorical.py:94
Method
_get_pipeline_steps
( self, dataset_properties, feat_type: Optional[FEAT_TYPE_TYPE] = None )
autosklearn/pipeline/classification.py:359
Method
_get_pipeline_steps
( self, dataset_properties, feat_type: Optional[FEAT_TYPE_TYPE] = None )
autosklearn/pipeline/regression.py:270
Method
_get_pipeline_steps
( self, feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[Dict[
autosklearn/pipeline/components/data_preprocessing/feature_type_numerical.py:118
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