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Endpoints63 in github.com/automl/auto-sklearn

⨍ Functions 1,916◇ Types & classes 344↳ Endpoints 63
Routetest_attrs_raise_if_not_fitted
parametrize( "attr, argnames", [ ("refit", ["X", "y"]), ("predict", ["X"]), ("
test/test_automl/test_sklearn_compliance.py:None
Routetest_categorical_passed_to_one_hot_encoder
unittest.mock.patch( "autosklearn.pipeline.components.data_preprocessing" ".DataPreprocessorCh
test/test_pipeline/test_classification.py:None
Routetest_cutoff_lower_than_remaining_time
unittest.mock.patch("pynisher.enforce_limits")
test/test_evaluation/test_evaluation.py:None
Routetest_cv
unittest.mock.patch( "autosklearn.pipeline.classification.SimpleClassificationPipeline" )
test/test_evaluation/test_train_evaluator.py:None
Routetest_default_imputation
pytest.mark.parametrize("input_data_imputation", ("numpy", "pandas"), indirect=True)
test/test_pipeline/components/data_preprocessing/test_categorical_imputation.py:None
Routetest_default_sparse
pytest.mark.parametrize("input_data_imputation", ("numpy"), indirect=True)
test/test_pipeline/components/data_preprocessing/test_categorical_imputation.py:None
Routetest_eval_with_limits_holdout
unittest.mock.patch("autosklearn.evaluation.train_evaluator.eval_holdout")
test/test_evaluation/test_evaluation.py:None
Routetest_eval_with_limits_holdout_2
unittest.mock.patch("autosklearn.evaluation.train_evaluator.eval_holdout")
test/test_evaluation/test_evaluation.py:None
Routetest_eval_with_limits_holdout_fail_memory_error
unittest.mock.patch("autosklearn.evaluation.train_evaluator.eval_holdout")
test/test_evaluation/test_evaluation.py:None
Routetest_eval_with_limits_holdout_fail_silent
unittest.mock.patch("autosklearn.evaluation.train_evaluator.eval_holdout")
test/test_evaluation/test_evaluation.py:None
Routetest_eval_with_limits_holdout_fail_timeout
unittest.mock.patch("pynisher.enforce_limits")
test/test_evaluation/test_evaluation.py:None
Routetest_eval_with_limits_holdout_timeout_with_results_in_queue
unittest.mock.patch("pynisher.enforce_limits")
test/test_evaluation/test_evaluation.py:None
Routetest_exception_in_target_function
unittest.mock.patch("autosklearn.evaluation.train_evaluator.eval_holdout")
test/test_evaluation/test_evaluation.py:None
Routetest_featurevalidator_fitontypeA_transformtypeB
pytest.mark.parametrize( "input_data_featuretest", ( "numpy_categoricalonly_nonan", "n
test/test_data/test_feature_validator.py:None
Routetest_featurevalidator_supported_types
pytest.mark.parametrize( "input_data_featuretest", ( "numpy_categoricalonly_nonan", "n
test/test_data/test_feature_validator.py:None
Routetest_featurevalidator_unsupported_numpy
pytest.mark.parametrize( "input_data_featuretest", ( "numpy_string_nonan", "numpy_stri
test/test_data/test_feature_validator.py:None
Routetest_file_output
unittest.mock.patch.object(TrainEvaluator, "_loss")
test/test_evaluation/test_train_evaluator.py:None
Routetest_fit_and_predict_with_2d_targets
pytest.mark.parametrize( "regressor", [ regressor for regressor in _regressors.values(
test/test_pipeline/components/regression/test_base.py:None
Routetest_fit_n_jobs_negative
unittest.mock.patch("autosklearn.estimators.AutoSklearnEstimator.build_automl")
test/test_estimators/test_estimators.py:None
Routetest_fit_performs_dataset_compression
parametrize( "X_type", [ np.ndarray, csr_matrix, skip( list,
test/test_automl/test_dataset_compression.py:None
Routetest_fit_pipeline
pytest.mark.parametrize("disable_file_output", [True, False])
test/test_estimators/test_estimators.py:None
Routetest_fit_predict_and_loss_budget_2_additional_run_info
unittest.mock.patch("autosklearn.evaluation.train_evaluator.concat_data")
test/test_evaluation/test_train_evaluator.py:None
Routetest_fit_predict_and_loss_budget_additional_run_info
unittest.mock.patch("autosklearn.evaluation.train_evaluator.concat_data")
test/test_evaluation/test_train_evaluator.py:None
Routetest_fit_predict_and_loss_iterative_additional_run_info
unittest.mock.patch.object(TrainEvaluator, "_loss")
test/test_evaluation/test_train_evaluator.py:None
Routetest_fit_predict_and_loss_iterative_noniterativemodel_additional_run_info
unittest.mock.patch.object(TrainEvaluator, "_loss")
test/test_evaluation/test_train_evaluator.py:None
Routetest_fit_predict_and_loss_standard_additional_run_info
unittest.mock.patch.object(TrainEvaluator, "file_output")
test/test_evaluation/test_train_evaluator.py:None
Routetest_get_hyperparameter_search_space_dataset_properties
unittest.skip( "test_get_hyperparameter_search_space_dataset_properties" + " Not yet Implement
test/test_pipeline/test_regression.py:None
Routetest_get_splitter
unittest.mock.patch.object(TrainEvaluator, "__init__")
test/test_evaluation/test_train_evaluator.py:None
Routetest_get_splitter_cv_object
unittest.mock.patch.object(TrainEvaluator, "__init__")
test/test_evaluation/test_train_evaluator.py:None
Routetest_holdout
unittest.mock.patch( "autosklearn.pipeline.classification.SimpleClassificationPipeline" )
test/test_evaluation/test_train_evaluator.py:None
Routetest_holdout_split_size
unittest.mock.patch.object(TrainEvaluator, "__init__")
test/test_evaluation/test_train_evaluator.py:None
Routetest_invalid_disable_eval_output_options
parametrize("disable_evaluator_output", [("hello", "world"), ("model", "other")])
test/test_automl/test_construction.py:None
Routetest_iterative_holdout
unittest.mock.patch( "autosklearn.pipeline.classification.SimpleClassificationPipeline" )
test/test_evaluation/test_train_evaluator.py:None
Routetest_iterative_holdout_interuption
unittest.mock.patch( "autosklearn.pipeline.classification.SimpleClassificationPipeline" )
test/test_evaluation/test_train_evaluator.py:None
Routetest_iterative_holdout_not_iterative
unittest.mock.patch( "autosklearn.pipeline.classification.SimpleClassificationPipeline" )
test/test_evaluation/test_train_evaluator.py:None
Routetest_iterative_partial_cv
unittest.mock.patch( "autosklearn.pipeline.classification.SimpleClassificationPipeline" )
test/test_evaluation/test_train_evaluator.py:None
Routetest_load_model_by_seed_and_id
unittest.mock.patch("pickle.load")
test/test_util/test_backend.py:None
Routetest_loads_models_by_identifiers
unittest.mock.patch("pickle.load")
test/test_util/test_backend.py:None
Routetest_multiclass_prediction
unittest.mock.patch("autosklearn.automl.AutoML.predict")
test/test_estimators/test_estimators.py:None
Routetest_multilabel_prediction
unittest.mock.patch("autosklearn.automl.AutoML.predict")
test/test_estimators/test_estimators.py:None
Routetest_package_can_only_be_imported
patch("importlib.import_module")
test/test_util/test_dependencies.py:None
Routetest_partial_cv
unittest.mock.patch( "autosklearn.pipeline.classification.SimpleClassificationPipeline" )
test/test_evaluation/test_train_evaluator.py:None
Routetest_predict_proba_binary_classification
unittest.mock.patch( "autosklearn.pipeline.classification.SimpleClassificationPipeline" )
test/test_evaluation/test_train_evaluator.py:None
Routetest_regressor_output_shape
parametrize( "dataspec, expected_shape", [ ({"kind": REGRESSION, "dims": (100, 5)}, (100,)),
test/test_automl/test_model_predict.py:None
Routetest_selector_file_askl2_can_be_created
pytest.mark.parametrize( "selector_path", [ None, # No XDG_CACHE_HOME provided "/",
test/test_estimators/test_estimators.py:None
Routetest_shuffle_on_fail
parametrize("budget_type", [None, "iterations"])
test/test_automl/test_refit.py:None
Routetest_sparse_output_is_csr
pytest.mark.parametrize( "input_data_featuretest", ( "sparse_bsr_nonan", "sparse_bsr_n
test/test_data/test_feature_validator.py:None
Routetest_subsample_indices_classification
unittest.mock.patch("autosklearn.automl_common.common.utils.backend.Backend")
test/test_evaluation/test_train_evaluator.py:None
Routetest_subsample_indices_regression
unittest.mock.patch("autosklearn.automl_common.common.utils.backend.Backend")
test/test_evaluation/test_train_evaluator.py:None
Routetest_targetvalidator_binary
pytest.mark.parametrize( "input_data_targettest", ( "series_binary", "pandas_binary",
test/test_data/test_target_validator.py:None
Routetest_targetvalidator_continuous
pytest.mark.parametrize( "input_data_targettest", ( "series_continuous", "pandas_conti
test/test_data/test_target_validator.py:None
Routetest_targetvalidator_continuous_multioutput
pytest.mark.parametrize( "input_data_targettest", ( "pandas_continuous-multioutput", "
test/test_data/test_target_validator.py:None
Routetest_targetvalidator_fitontypeA_transformtypeB
pytest.mark.parametrize( "input_data_targettest", ( "series_binary", "pandas_binary",
test/test_data/test_target_validator.py:None
Routetest_targetvalidator_multiclass
pytest.mark.parametrize( "input_data_targettest", ( "series_multiclass", "pandas_multi
test/test_data/test_target_validator.py:None
Routetest_targetvalidator_multilabel
pytest.mark.parametrize( "input_data_targettest", ( "pandas_multilabel", "numpy_multil
test/test_data/test_target_validator.py:None
Routetest_targetvalidator_supported_types_classification
pytest.mark.parametrize( "input_data_targettest", ( "series_binary", "series_multiclas
test/test_data/test_target_validator.py:None
Routetest_targetvalidator_supported_types_noclassification
pytest.mark.parametrize( "input_data_targettest", ( "series_binary", "series_multiclas
test/test_data/test_target_validator.py:None
Routetest_type_of_target
unittest.mock.patch("autosklearn.estimators.AutoSklearnEstimator.fit")
test/test_estimators/test_estimators.py:None
Routetest_type_of_target_unsupported
pytest.mark.parametrize( "input_data_targettest", ( "series_multilabel", "series_conti
test/test_data/test_target_validator.py:None
Routetest_unknown_categories_in_targets
pytest.mark.parametrize( "input_data_targettest", ( "series_binary", "series_multiclas
test/test_data/test_target_validator.py:None
Routetest_validate_input_X
unittest.skip("test_validate_input_X Not yet Implemented")
test/test_pipeline/test_regression.py:None
Routetest_validate_input_Y
unittest.skip("test_validate_input_Y Not yet Implemented")
test/test_pipeline/test_regression.py:None
Routetest_zero_or_negative_cutoff
unittest.mock.patch("pynisher.enforce_limits")
test/test_evaluation/test_evaluation.py:None