Index

_

__all__ (in module anomed_challenge) __eq__() (anomed_challenge.challenge.NumpyDataset method)

__repr__() (anomed_challenge.challenge.NumpyDataset method) __str__() (anomed_challenge.challenge.NumpyDataset method)

A

anomed_challenge module anomed_challenge.challenge module

anomed_challenge.challenge_server module AnonymizationScheme (in module anomed_challenge.challenge)

D

DataReconstructionPrivacyResource (class in anomed_challenge.challenge_server) DataReconstructionUtilityResource (class in anomed_challenge.challenge_server)

discard_targets() (in module anomed_challenge.challenge) dtypes (anomed_challenge.challenge.NumpyDataset property) DynamicNumpyDataResource (class in anomed_challenge.challenge_server)

E

evaluate_anonymizer() (anomed_challenge.challenge.SupervisedLearningMIAChallenge method) evaluate_membership_inference_attack() (anomed_challenge.challenge.SupervisedLearningMIAChallenge method) (in module anomed_challenge.challenge)

evaluate_MIA() (in module anomed_challenge.challenge) evaluate_privacy() (anomed_challenge.challenge.TabularDataReconstructionChallenge method) evaluate_utility() (anomed_challenge.challenge.TabularDataReconstructionChallenge method)

G

get() (anomed_challenge.challenge.InMemoryNumpyArrays method) (anomed_challenge.challenge.NpzFromDisk method) (anomed_challenge.challenge.NumpyDataset method)

I

InMemoryNumpyArrays (class in anomed_challenge.challenge)

M

members (anomed_challenge.challenge.SupervisedLearningMIAChallenge property) MIA_evaluation_data() (anomed_challenge.challenge.SupervisedLearningMIAChallenge method) module anomed_challenge anomed_challenge.challenge anomed_challenge.challenge_server

N

non_members (anomed_challenge.challenge.SupervisedLearningMIAChallenge property)

NpzFromDisk (class in anomed_challenge.challenge) NumpyDataset (class in anomed_challenge.challenge)

O

on_get() (anomed_challenge.challenge_server.DynamicNumpyDataResource method) (anomed_challenge.challenge_server.StaticJSONResource method) (anomed_challenge.challenge_server.StaticNumpyDataResource method)

on_post() (anomed_challenge.challenge_server.DataReconstructionPrivacyResource method) (anomed_challenge.challenge_server.DataReconstructionUtilityResource method) (anomed_challenge.challenge_server.UtilityResource method)

S

shapes (anomed_challenge.challenge.NumpyDataset property) StaticJSONResource (class in anomed_challenge.challenge_server) StaticNumpyDataResource (class in anomed_challenge.challenge_server)

strict_binary_accuracy() (in module anomed_challenge.challenge) supervised_learning_MIA_challenge_server_factory() (in module anomed_challenge.challenge_server) SupervisedLearningMIAChallenge (class in anomed_challenge.challenge)

T

tabular_data_reconstruction_challenge_server_factory() (in module anomed_challenge.challenge_server)

TabularDataReconstructionChallenge (class in anomed_challenge.challenge)

U

UtilityResource (class in anomed_challenge.challenge_server)