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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
get_current_iter
(self)
autosklearn/pipeline/components/classification/passive_aggressive.py:40
Method
get_estimator
Return the underlying estimator object. Returns ------- estimator : the underlying estimator object
autosklearn/pipeline/components/base.py:259
Method
get_estimator
Return the underlying estimator object. Returns ------- estimator : the underlying estimator object
autosklearn/pipeline/components/base.py:339
Method
get_hyperparameter_search_space
Return the configuration space of this classification algorithm. Parameters ---------- feat_type : FEAT_TYPE_TYPE (default=No
autosklearn/pipeline/components/base.py:102
Method
get_hyperparameter_search_space
( self, feat_type: FEAT_TYPE_TYPE, dataset_properties=None, default=None,
autosklearn/pipeline/components/base.py:458
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/regression/decision_tree.py:102
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/regression/random_forest.py:141
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/regression/libsvm_svr.py:155
Method
get_hyperparameter_search_space
( self, feat_type: FEAT_TYPE_TYPE, dataset_properties=None, default=None,
autosklearn/pipeline/components/regression/__init__.py:83
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/regression/gaussian_process.py:71
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/regression/gradient_boosting.py:172
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/regression/sgd.py:191
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/regression/k_nearest_neighbors.py:58
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/regression/extra_trees.py:154
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/regression/mlp.py:231
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/regression/liblinear_svr.py:89
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/regression/ard_regression.py:95
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/regression/adaboost.py:68
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/decision_tree.py:112
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/bernoulli_nb.py:70
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/random_forest.py:155
Method
get_hyperparameter_search_space
( self, feat_type: FEAT_TYPE_TYPE, dataset_properties=None, default=None,
autosklearn/pipeline/components/classification/__init__.py:90
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/libsvm_svc.py:144
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/gradient_boosting.py:188
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/sgd.py:175
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/k_nearest_neighbors.py:63
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/gaussian_nb.py:61
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/lda.py:82
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/qda.py:78
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/extra_trees.py:162
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/mlp.py:209
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/liblinear_svc.py:110
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/adaboost.py:74
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/passive_aggressive.py:158
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/classification/multinomial_nb.py:82
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/densifier.py:42
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/pca.py:61
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/no_preprocessing.py:40
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/select_rates_classification.py:122
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/kitchen_sinks.py:73
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/select_rates_regression.py:90
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/liblinear_svc_preprocessor.py:97
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/kernel_pca.py:88
Method
get_hyperparameter_search_space
( self, feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None, d
autosklearn/pipeline/components/feature_preprocessing/__init__.py:105
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/extra_trees_preproc_for_classification.py:129
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/truncatedSVD.py:54
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/extra_trees_preproc_for_regression.py:131
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/nystroem_sampler.py:99
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/fast_ica.py:80
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/polynomial.py:60
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/select_percentile_classification.py:116
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/random_trees_embedding.py:100
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/select_percentile_regression.py:59
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
autosklearn/pipeline/components/feature_preprocessing/feature_agglomeration.py:69
Method
get_hyperparameter_search_space
( self, feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[Dict]
autosklearn/pipeline/components/data_preprocessing/__init__.py:107
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/rescaling/quantile_transformer.py:65
Method
get_hyperparameter_search_space
( self, feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATAS
autosklearn/pipeline/components/data_preprocessing/rescaling/__init__.py:44
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/rescaling/abstract_rescaling.py:41
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/rescaling/robust_scaler.py:62
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/imputation/numerical_imputation.py:65
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/imputation/categorical_imputation.py:94
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/minority_coalescense/no_coalescense.py:48
Method
get_hyperparameter_search_space
( self, feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATAS
autosklearn/pipeline/components/data_preprocessing/minority_coalescense/__init__.py:40
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/minority_coalescense/minority_coalescer.py:63
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/categorical_encoding/encoding.py:72
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/categorical_encoding/no_encoding.py:47
Method
get_hyperparameter_search_space
( self, feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATAS
autosklearn/pipeline/components/data_preprocessing/categorical_encoding/__init__.py:40
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/categorical_encoding/one_hot_encoding.py:58
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/variance_threshold/variance_threshold.py:52
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/balancing/balancing.py:142
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/text_feature_reduction/truncated_svd.py:83
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/category_shift/category_shift.py:66
Method
get_hyperparameter_search_space
( self, feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATAS
autosklearn/pipeline/components/data_preprocessing/text_encoding/__init__.py:41
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties: Optional[DATASET_PROPERTIES_
autosklearn/pipeline/components/data_preprocessing/text_encoding/tfidf_encoding.py:141
Method
get_hyperparameter_search_space
(dataset_properties=None)
test/test_pipeline/test_classification.py:87
Method
get_hyperparameter_search_space
(dataset_properties=None)
test/test_pipeline/test_classification.py:115
Method
get_hyperparameter_search_space
( feat_type: Optional[FEAT_TYPE_TYPE] = None, dataset_properties=None )
examples/80_extending/example_extending_data_preprocessor.py:55
Method
get_identifiers_with_weights
( self, )
autosklearn/ensembles/ensemble_selection.py:379
Method
get_identifiers_with_weights
Return a (identifier, weight)-pairs for the model selected by this ensemble. Parameters ---------- models : dict {identifier
autosklearn/ensembles/singlebest_ensemble.py:131
Function
get_logger
(name: str)
autosklearn/util/logging_.py:79
Function
get_match_array
(pipeline, dataset_properties, include=None, exclude=None)
autosklearn/pipeline/create_searchspace_util.py:16
Method
get_max_iter
()
autosklearn/pipeline/components/base.py:187
Method
get_max_iter
()
autosklearn/pipeline/components/base.py:209
Method
get_max_iter
(self)
autosklearn/pipeline/components/regression/__init__.py:141
Method
get_max_iter
(self)
autosklearn/pipeline/components/classification/__init__.py:156
Method
get_models_with_weights
Return a list of the final ensemble found by auto-sklearn. Returns ------- [(weight_1, model_1), ..., (weight_n, model_n)]
autosklearn/estimators.py:890
Method
get_models_with_weights
( self, models: Dict[Tuple[int, int, float], BasePipeline] )
autosklearn/ensembles/ensemble_selection.py:365
Method
get_models_with_weights
List of (weight, model) pairs for all models included in the ensemble. Parameters ---------- models : dict {identifier : mode
autosklearn/ensembles/abstract_ensemble.py:97
Method
get_models_with_weights
List of (weight, model) pairs for the model selected by this ensemble. Parameters ---------- models : dict {identifier : mode
autosklearn/ensembles/singlebest_ensemble.py:114
Function
get_multilabel_classification_datamanager
()
test/test_evaluation/evaluation_util.py:177
Method
get_preprocessor
Return the underlying preprocessor object. Returns ------- preprocessor : the underlying preprocessor object
autosklearn/pipeline/components/base.py:298
Method
get_properties
(dataset_properties=None)
autosklearn/pipeline/components/regression/decision_tree.py:87
Method
get_properties
(dataset_properties=None)
autosklearn/pipeline/components/regression/random_forest.py:125
Method
get_properties
(dataset_properties=None)
autosklearn/pipeline/components/regression/libsvm_svr.py:139
Method
get_properties
(dataset_properties=None)
autosklearn/pipeline/components/regression/gaussian_process.py:56
Method
get_properties
(dataset_properties=None)
autosklearn/pipeline/components/regression/gradient_boosting.py:157
Method
get_properties
(dataset_properties=None)
autosklearn/pipeline/components/regression/k_nearest_neighbors.py:43
Method
get_properties
(dataset_properties=None)
autosklearn/pipeline/components/regression/extra_trees.py:139
Method
get_properties
(dataset_properties=None)
autosklearn/pipeline/components/regression/mlp.py:216
Method
get_properties
(dataset_properties=None)
autosklearn/pipeline/components/regression/liblinear_svr.py:74
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