Index

A

ADD_OR_REMOVE_ONE (dp_accounting.privacy_accountant.NeighboringRelation attribute)

B

BracketInterval (class in dp_accounting.mechanism_calibration)

C

calibrate_dp_mechanism() (in module dp_accounting.mechanism_calibration) compose() (dp_accounting.privacy_accountant.PrivacyAccountant method)

ComposedDpEvent (class in dp_accounting.dp_event) count (dp_accounting.dp_event.SelfComposedDpEvent attribute)

D

dataset_size (dp_accounting.dp_event.TruncatedSubsampledGaussianDpEvent attribute) delta (dp_accounting.dp_event.EpsilonDeltaDpEvent attribute) dimension (dp_accounting.dp_event.DiscreteGaussianDpEvent attribute)

DiscreteGaussianDpEvent (class in dp_accounting.dp_event) DiscreteLaplaceDpEvent (class in dp_accounting.dp_event) DpEvent (class in dp_accounting.dp_event)

E

endpoint_1 (dp_accounting.mechanism_calibration.ExplicitBracketInterval attribute) endpoint_2 (dp_accounting.mechanism_calibration.ExplicitBracketInterval attribute) epsilon (dp_accounting.dp_event.EpsilonDeltaDpEvent attribute) (dp_accounting.dp_event.ExponentialMechanismDpEvent attribute) (dp_accounting.dp_event.PermuteAndFlipDpEvent attribute) EpsilonDeltaDpEvent (class in dp_accounting.dp_event) error_message (dp_accounting.privacy_accountant.PrivacyAccountant.CompositionErrorDetails attribute)

event (dp_accounting.dp_event.PoissonSampledDpEvent attribute) (dp_accounting.dp_event.RepeatAndSelectDpEvent attribute) (dp_accounting.dp_event.SampledWithoutReplacementDpEvent attribute) (dp_accounting.dp_event.SampledWithReplacementDpEvent attribute) (dp_accounting.dp_event.SelfComposedDpEvent attribute) events (dp_accounting.dp_event.ComposedDpEvent attribute) ExplicitBracketInterval (class in dp_accounting.mechanism_calibration) ExponentialMechanismDpEvent (class in dp_accounting.dp_event)

F

from_named_tuple() (dp_accounting.dp_event.DpEvent class method)

G

GaussianDpEvent (class in dp_accounting.dp_event) get_delta() (dp_accounting.pld.PLDAccountant method) (dp_accounting.privacy_accountant.PrivacyAccountant method) (dp_accounting.rdp.RdpAccountant method) get_delta_and_optimal_order() (dp_accounting.rdp.RdpAccountant method)

get_epsilon() (dp_accounting.pld.PLDAccountant method) (dp_accounting.privacy_accountant.PrivacyAccountant method) (dp_accounting.rdp.RdpAccountant method) get_epsilon_and_optimal_order() (dp_accounting.rdp.RdpAccountant method) get_gdp_parameter_estimate() (dp_accounting.pld.PLDAccountant method) get_true_positive_rates() (dp_accounting.pld.PLDAccountant method)

I

initial_guess (dp_accounting.mechanism_calibration.LowerEndpointAndGuess attribute)

invalid_event (dp_accounting.privacy_accountant.PrivacyAccountant.CompositionErrorDetails attribute)

L

LaplaceDpEvent (class in dp_accounting.dp_event) ledger (dp_accounting.privacy_accountant.PrivacyAccountant property)

lower_endpoint (dp_accounting.mechanism_calibration.LowerEndpointAndGuess attribute) LowerEndpointAndGuess (class in dp_accounting.mechanism_calibration)

M

mean (dp_accounting.dp_event.RepeatAndSelectDpEvent attribute)

MixtureOfGaussiansDpEvent (class in dp_accounting.dp_event)

N

neighboring_relation (dp_accounting.privacy_accountant.PrivacyAccountant property) NeighboringRelation (class in dp_accounting.privacy_accountant) NoBracketIntervalFoundError noise_multiplier (dp_accounting.dp_event.GaussianDpEvent attribute) (dp_accounting.dp_event.LaplaceDpEvent attribute) (dp_accounting.dp_event.SingleEpochTreeAggregationDpEvent attribute) (dp_accounting.dp_event.TruncatedSubsampledGaussianDpEvent attribute)

noise_parameter (dp_accounting.dp_event.DiscreteLaplaceDpEvent attribute) (dp_accounting.dp_event.RandomizedResponseDpEvent attribute) NonEmptyAccountantError NonPrivateDpEvent (class in dp_accounting.dp_event) NoOpDpEvent (class in dp_accounting.dp_event) num_buckets (dp_accounting.dp_event.RandomizedResponseDpEvent attribute)

O

orders (dp_accounting.rdp.RdpAccountant property)

P

PermuteAndFlipDpEvent (class in dp_accounting.dp_event) PLDAccountant (class in dp_accounting.pld)

PoissonSampledDpEvent (class in dp_accounting.dp_event) PrivacyAccountant (class in dp_accounting.privacy_accountant) PrivacyAccountant.CompositionErrorDetails (class in dp_accounting.privacy_accountant)

R

RandomizedResponseDpEvent (class in dp_accounting.dp_event) rdp (dp_accounting.rdp.RdpAccountant property) RdpAccountant (class in dp_accounting.rdp)

RepeatAndSelectDpEvent (class in dp_accounting.dp_event) REPLACE_ONE (dp_accounting.privacy_accountant.NeighboringRelation attribute) REPLACE_SPECIAL (dp_accounting.privacy_accountant.NeighboringRelation attribute) rho (dp_accounting.dp_event.ZCDpEvent attribute)

S

sample_size (dp_accounting.dp_event.SampledWithoutReplacementDpEvent attribute) (dp_accounting.dp_event.SampledWithReplacementDpEvent attribute) SampledWithoutReplacementDpEvent (class in dp_accounting.dp_event) SampledWithReplacementDpEvent (class in dp_accounting.dp_event) sampling_probability (dp_accounting.dp_event.PoissonSampledDpEvent attribute) (dp_accounting.dp_event.TruncatedSubsampledGaussianDpEvent attribute) sampling_probs (dp_accounting.dp_event.MixtureOfGaussiansDpEvent attribute) SelfComposedDpEvent (class in dp_accounting.dp_event) sensitivities (dp_accounting.dp_event.MixtureOfGaussiansDpEvent attribute)

sensitivity (dp_accounting.dp_event.DiscreteGaussianDpEvent attribute) (dp_accounting.dp_event.DiscreteLaplaceDpEvent attribute) shape (dp_accounting.dp_event.RepeatAndSelectDpEvent attribute) sigma (dp_accounting.dp_event.DiscreteGaussianDpEvent attribute) SingleEpochTreeAggregationDpEvent (class in dp_accounting.dp_event) source_dataset_size (dp_accounting.dp_event.SampledWithoutReplacementDpEvent attribute) (dp_accounting.dp_event.SampledWithReplacementDpEvent attribute) standard_deviation (dp_accounting.dp_event.MixtureOfGaussiansDpEvent attribute) step_counts (dp_accounting.dp_event.SingleEpochTreeAggregationDpEvent attribute) supports() (dp_accounting.privacy_accountant.PrivacyAccountant method)

T

to_named_tuple() (dp_accounting.dp_event.DpEvent method)

truncated_batch_size (dp_accounting.dp_event.TruncatedSubsampledGaussianDpEvent attribute) TruncatedSubsampledGaussianDpEvent (class in dp_accounting.dp_event)

U

UnsupportedDpEvent (class in dp_accounting.dp_event)

UnsupportedEventError

X

xi (dp_accounting.dp_event.ZCDpEvent attribute)

Z

ZCDpEvent (class in dp_accounting.dp_event)