Index

A

Anonymize (class in apt.anonymization.anonymizer) anonymize() (apt.anonymization.anonymizer.Anonymize method) apt module apt.anonymization module apt.anonymization.anonymizer module apt.minimization module apt.minimization.minimizer module apt.utils module

apt.utils.dataset_utils module apt.utils.datasets module apt.utils.datasets.datasets module apt.utils.models module apt.utils.models.model module apt.utils.models.sklearn_model module ArrayDataset (class in apt.utils.datasets.datasets)

B

black_box_access (apt.utils.models.model.Model property)

C

CLASSIFIER_SCALAR (apt.utils.models.model.ModelOutputType attribute)

CLASSIFIER_VECTOR (apt.utils.models.model.ModelOutputType attribute) create_dataset() (apt.utils.datasets.datasets.DatasetFactory class method)

D

Data (class in apt.utils.datasets.datasets) Dataset (class in apt.utils.datasets.datasets)

DatasetFactory (class in apt.utils.datasets.datasets) download() (apt.utils.datasets.datasets.StoredDataset static method)

E

extract_archive() (apt.utils.datasets.datasets.StoredDataset static method)

F

fit() (apt.minimization.minimizer.GeneralizeToRepresentative method) (apt.utils.models.model.Model method) (apt.utils.models.sklearn_model.SklearnClassifier method) (apt.utils.models.sklearn_model.SklearnRegressor method)

fit_transform() (apt.minimization.minimizer.GeneralizeToRepresentative method)

G

generalizations (apt.minimization.minimizer.GeneralizeToRepresentative property) GeneralizeToRepresentative (class in apt.minimization.minimizer) get_adult_dataset() (in module apt.utils.dataset_utils) get_diabetes_dataset() (in module apt.utils.dataset_utils) get_german_credit_dataset() (in module apt.utils.dataset_utils) get_iris_dataset() (in module apt.utils.dataset_utils) get_item() (apt.utils.datasets.datasets.PytorchData method) get_labels() (apt.utils.datasets.datasets.ArrayDataset method) (apt.utils.datasets.datasets.Dataset method) (apt.utils.datasets.datasets.PytorchData method) get_nursery_dataset() (in module apt.utils.dataset_utils)

get_params() (apt.minimization.minimizer.GeneralizeToRepresentative method) get_sample_item() (apt.utils.datasets.datasets.PytorchData method) get_samples() (apt.utils.datasets.datasets.ArrayDataset method) (apt.utils.datasets.datasets.Dataset method) (apt.utils.datasets.datasets.PytorchData method) get_test_labels() (apt.utils.datasets.datasets.Data method) get_test_samples() (apt.utils.datasets.datasets.Data method) get_test_set() (apt.utils.datasets.datasets.Data method) get_train_labels() (apt.utils.datasets.datasets.Data method) get_train_samples() (apt.utils.datasets.datasets.Data method) get_train_set() (apt.utils.datasets.datasets.Data method)

L

load() (apt.utils.datasets.datasets.StoredDataset method)

load_from_file() (apt.utils.datasets.datasets.StoredDataset method)

M

model (apt.utils.models.model.Model property) Model (class in apt.utils.models.model) ModelOutputType (class in apt.utils.models.model) module apt apt.anonymization apt.anonymization.anonymizer apt.minimization apt.minimization.minimizer apt.utils apt.utils.dataset_utils apt.utils.datasets apt.utils.datasets.datasets apt.utils.models apt.utils.models.model apt.utils.models.sklearn_model

O

output_type (apt.utils.models.model.Model property)

P

predict() (apt.utils.models.model.Model method) (apt.utils.models.sklearn_model.SklearnClassifier method) (apt.utils.models.sklearn_model.SklearnRegressor method)

PytorchData (class in apt.utils.datasets.datasets)

R

register() (apt.utils.datasets.datasets.DatasetFactory class method)

registry (apt.utils.datasets.datasets.DatasetFactory attribute) REGRESSOR_SCALAR (apt.utils.models.model.ModelOutputType attribute)

S

score() (apt.utils.models.model.Model method) (apt.utils.models.sklearn_model.SklearnModel method) set_params() (apt.minimization.minimizer.GeneralizeToRepresentative method) SklearnClassifier (class in apt.utils.models.sklearn_model)

SklearnModel (class in apt.utils.models.sklearn_model) SklearnRegressor (class in apt.utils.models.sklearn_model) split_debug() (apt.utils.datasets.datasets.StoredDataset static method) StoredDataset (class in apt.utils.datasets.datasets)

T

transform() (apt.minimization.minimizer.GeneralizeToRepresentative method)

U

unlimited_queries (apt.utils.models.model.Model property)