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61.8 MB
Detected Pickle imports (107)
- "ConfigSpace.forbidden.ForbiddenAndConjunction",
- "sklearn.preprocessing._data.MinMaxScaler",
- "sklearn.ensemble._voting.VotingRegressor",
- "collections.OrderedDict",
- "sklearn.preprocessing._encoders.OneHotEncoder",
- "autosklearn.pipeline.components.data_preprocessing.category_shift.category_shift.CategoryShift",
- "ConfigSpace.hyperparameters.__pyx_unpickle_UniformFloatHyperparameter",
- "numpy.float32",
- "autosklearn.pipeline.components.data_preprocessing.text_encoding.BagOfWordChoice",
- "sklearn.tree._classes.ExtraTreeRegressor",
- "smac.runhistory.runhistory.RunHistory",
- "sklearn.preprocessing._data.StandardScaler",
- "numpy.int32",
- "sklearn.neighbors._dist_metrics.EuclideanDistance",
- "sklearn.cluster._agglomerative.FeatureAgglomeration",
- "pandas._libs.tslibs.timestamps._unpickle_timestamp",
- "ConfigSpace.hyperparameters.__pyx_unpickle_UniformIntegerHyperparameter",
- "smac.runhistory.runhistory.DataOrigin",
- "numpy.random._pickle.__randomstate_ctor",
- "autosklearn.pipeline.components.regression.RegressorChoice",
- "ConfigSpace.conditions.__pyx_unpickle_EqualsCondition",
- "ConfigSpace.configuration_space.ConfigurationSpace",
- "autosklearn.automl_common.common.utils.backend.BackendContext",
- "autosklearn.pipeline.components.data_preprocessing.feature_type.FeatTypeSplit",
- "ConfigSpace.configuration_space.Configuration",
- "autosklearn.pipeline.components.data_preprocessing.rescaling.RescalingChoice",
- "sklearn.preprocessing._data.PowerTransformer",
- "smac.utils.io.traj_logging.TrajEntry",
- "autosklearn.pipeline.components.data_preprocessing.DataPreprocessorChoice",
- "autosklearn.pipeline.components.regression.k_nearest_neighbors.KNearestNeighborsRegressor",
- "autosklearn.ensembles.ensemble_selection.EnsembleSelection",
- "numpy.core.multiarray._reconstruct",
- "autosklearn.pipeline.components.data_preprocessing.variance_threshold.variance_threshold.VarianceThreshold",
- "numpy.median",
- "ConfigSpace.hyperparameters.UniformFloatHyperparameter",
- "ConfigSpace.forbidden.__pyx_unpickle_ForbiddenAndConjunction",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "autosklearn.util.stopwatch.StopWatch",
- "autosklearn.data.feature_validator.FeatureValidator",
- "sklearn.neighbors._kd_tree.newObj",
- "ConfigSpace.hyperparameters.__pyx_unpickle_CategoricalHyperparameter",
- "ConfigSpace.hyperparameters.Constant",
- "autosklearn.metrics._PredictScorer",
- "autosklearn.estimators.AutoSklearnRegressor",
- "autosklearn.pipeline.components.data_preprocessing.categorical_encoding.OHEChoice",
- "autosklearn.automl_common.common.utils.logging_.PicklableClientLogger",
- "sklearn.preprocessing._data.QuantileTransformer",
- "autosklearn.pipeline.regression.SimpleRegressionPipeline",
- "autosklearn.util.stopwatch.TimingTask",
- "sklearn.neighbors._regression.KNeighborsRegressor",
- "autosklearn.pipeline.components.data_preprocessing.rescaling.robust_scaler.RobustScalerComponent",
- "autosklearn.pipeline.components.feature_preprocessing.random_trees_embedding.RandomTreesEmbedding",
- "ConfigSpace.conditions.EqualsCondition",
- "autosklearn.pipeline.components.data_preprocessing.text_feature_reduction.truncated_svd.TextFeatureReduction",
- "autosklearn.pipeline.components.regression.decision_tree.DecisionTree",
- "sklearn.ensemble._forest.RandomTreesEmbedding",
- "autosklearn.pipeline.components.data_preprocessing.feature_type_text.TextPreprocessingPipeline",
- "sklearn.decomposition._pca.PCA",
- "smac.tae.StatusType",
- "numpy.amax",
- "ConfigSpace.forbidden.ForbiddenEqualsClause",
- "autosklearn.util.logging_.PicklableClientLogger",
- "smac.runhistory.runhistory.RunKey",
- "sklearn.neighbors._kd_tree.KDTree",
- "ConfigSpace.conditions.InCondition",
- "sklearn.metrics._regression.r2_score",
- "sklearn.neighbors._dist_metrics.newObj",
- "autosklearn.pipeline.components.data_preprocessing.feature_type_numerical.NumericalPreprocessingPipeline",
- "smac.runhistory.runhistory.RunValue",
- "ConfigSpace.forbidden.__pyx_unpickle_ForbiddenInClause",
- "autosklearn.pipeline.components.feature_preprocessing.FeaturePreprocessorChoice",
- "sklearn.preprocessing._data.RobustScaler",
- "smac.runhistory.runhistory.InstSeedKey",
- "autosklearn.data.validation.InputValidator",
- "autosklearn.pipeline.components.data_preprocessing.minority_coalescense.CoalescenseChoice",
- "autosklearn.pipeline.components.data_preprocessing.imputation.numerical_imputation.NumericalImputation",
- "autosklearn.pipeline.components.data_preprocessing.text_encoding.tfidf_encoding.TfidfEncoder",
- "autosklearn.data.target_validator.TargetValidator",
- "autosklearn.automl.AutoMLRegressor",
- "autosklearn.pipeline.components.data_preprocessing.imputation.categorical_imputation.CategoricalImputation",
- "sklearn.tree._tree.Tree",
- "ConfigSpace.forbidden.ForbiddenInClause",
- "numpy.float64",
- "ConfigSpace.forbidden.__pyx_unpickle_ForbiddenEqualsClause",
- "smac.utils.logging.PickableLoggerAdapter",
- "autosklearn.pipeline.components.data_preprocessing.feature_type_categorical.CategoricalPreprocessingPipeline",
- "autosklearn.pipeline.components.data_preprocessing.rescaling.quantile_transformer.QuantileTransformerComponent",
- "numpy.dtype",
- "autosklearn.pipeline.components.data_preprocessing.rescaling.power_transformer.PowerTransformerComponent",
- "sklearn.tree._classes.DecisionTreeRegressor",
- "numpy.mean",
- "numpy.core.multiarray.scalar",
- "ConfigSpace.hyperparameters.__pyx_unpickle_Constant",
- "autosklearn.pipeline.components.data_preprocessing.categorical_encoding.encoding.OrdinalEncoding",
- "autosklearn.pipeline.components.data_preprocessing.categorical_encoding.one_hot_encoding.OneHotEncoder",
- "autosklearn.pipeline.components.data_preprocessing.rescaling.minmax.MinMaxScalerComponent",
- "autosklearn.automl_common.common.utils.backend.Backend",
- "autosklearn.pipeline.components.data_preprocessing.rescaling.standardize.StandardScalerComponent",
- "autosklearn.pipeline.components.feature_preprocessing.feature_agglomeration.FeatureAgglomeration",
- "autosklearn.pipeline.components.data_preprocessing.minority_coalescense.minority_coalescer.MinorityCoalescer",
- "autosklearn.pipeline.components.feature_preprocessing.pca.PCA",
- "sklearn.impute._base.SimpleImputer",
- "numpy.ndarray",
- "ConfigSpace.conditions.__pyx_unpickle_InCondition",
- "sklearn.feature_selection._variance_threshold.VarianceThreshold",
- "ConfigSpace.hyperparameters.UniformIntegerHyperparameter",
- "ConfigSpace.hyperparameters.CategoricalHyperparameter"
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