Index

A

anonymeter_discovery() (in module synthpriv.metrics.privacy) anonymeter_inference() (in module synthpriv.metrics.privacy) anonymeter_linkability() (in module synthpriv.metrics.privacy)

assert_dp() (in module synthpriv.privacy.assurance) (synthpriv.dp.gan.DPSGDGenerator method) (synthpriv.pipeline.PrivacyPreservingSynthesizer method)

B

baseline_value() (synthpriv.benchmark.BenchmarkResult method) BaseSynthesizer (class in synthpriv.core.base) BenchmarkResult (class in synthpriv.benchmark)

best_dp_point() (synthpriv.benchmark.BenchmarkResult method) best_tradeoff() (synthpriv.sweep.SweepResult method) BudgetSplit (class in synthpriv.privacy.budget) build_generator() (in module synthpriv.core.registry)

C

check_fitted() (in module synthpriv.utils) condition_vectors() (synthpriv.dp.encoder.ModeEncoder method) CopulaGANGenerator (class in synthpriv.generators.tabular)

correlation_mae() (in module synthpriv.metrics.utility) CTGANGenerator (class in synthpriv.generators.tabular) curve() (synthpriv.benchmark.BenchmarkResult method)

D

dataframe() (synthpriv.benchmark.BenchmarkResult method) (synthpriv.sweep.SweepResult method) details_cells() (in module synthpriv.report) dp_value() (synthpriv.benchmark.BenchmarkResult method)

DpAssurance (class in synthpriv.privacy.assurance) DPCopulaGenerator (class in synthpriv.dp.copula) DPEcdf (class in synthpriv.privacy.dpecdf) DPSGD (class in synthpriv.privacy.mechanisms) DPSGDGenerator (class in synthpriv.dp.gan)

E

evaluate() (synthpriv.pipeline.PrivacyPreservingSynthesizer method) evaluate_metrics() (in module synthpriv.metrics.core)

evaluate_status() (in module synthpriv.metrics.base) EvaluationReport (class in synthpriv.pipeline)

F

fit() (synthpriv.core.base.BaseSynthesizer method) (synthpriv.dp.copula.DPCopulaGenerator method) (synthpriv.dp.gan.DPSGDGenerator method) (synthpriv.privacy.dpecdf.DPEcdf method)

fit_and_sample() (synthpriv.core.base.BaseSynthesizer method) fitted (synthpriv.core.base.BaseSynthesizer property)

G

GaussianCopulaGenerator (class in synthpriv.generators.tabular) generate() (synthpriv.pipeline.PrivacyPreservingSynthesizer method) GeneratorNotFoundError GeneratorSpec (class in synthpriv.core.registry) get_epsilon() (synthpriv.privacy.accountant.PrivacyAccountant method)

get_generator() (in module synthpriv.core.registry) get_logger() (in module synthpriv.utils) get_params() (synthpriv.core.base.BaseSynthesizer method) (synthpriv.dp.copula.DPCopulaGenerator method) (synthpriv.dp.gan.DPSGDGenerator method) get_report() (synthpriv.privacy.mechanisms.PrivacyMechanism method)

K

ks_test() (in module synthpriv.metrics.utility)

L

list_generators() (in module synthpriv.core.registry) load() (synthpriv.core.base.BaseSynthesizer class method) (synthpriv.dp.copula.DPCopulaGenerator class method) (synthpriv.dp.gan.DPSGDGenerator class method)

load_model() (synthpriv.pipeline.PrivacyPreservingSynthesizer class method)

M

MetricResult (class in synthpriv.metrics.base) metrics_summary() (in module synthpriv.metrics.core) mia_auc() (in module synthpriv.metrics.privacy) ml_utility() (in module synthpriv.metrics.utility) ModeEncoder (class in synthpriv.dp.encoder) model (synthpriv.core.base.BaseSynthesizer property) module synthpriv.benchmark synthpriv.cli synthpriv.core.base synthpriv.core.registry synthpriv.dp.copula synthpriv.dp.encoder synthpriv.dp.gan synthpriv.generators.tabular synthpriv.metrics.base synthpriv.metrics.core synthpriv.metrics.privacy synthpriv.metrics.utility synthpriv.pipeline synthpriv.privacy.accountant synthpriv.privacy.assurance synthpriv.privacy.budget synthpriv.privacy.dpecdf synthpriv.privacy.mechanisms synthpriv.report synthpriv.sweep synthpriv.utils

N

nndr() (in module synthpriv.metrics.privacy)

NoPrivacy (class in synthpriv.privacy.mechanisms)

P

PrivacyAccountant (class in synthpriv.privacy.accountant)

PrivacyMechanism (class in synthpriv.privacy.mechanisms) PrivacyPreservingSynthesizer (class in synthpriv.pipeline)

Q

quantile() (synthpriv.privacy.dpecdf.DPEcdf method)

R

raise_if_not_passed() (synthpriv.privacy.assurance.DpAssurance method) rectify() (synthpriv.dp.encoder.ModeEncoder method) register_generator() (in module synthpriv.core.registry) register_metric() (in module synthpriv.metrics.core) render_benchmark_html() (in module synthpriv.report)

render_html() (in module synthpriv.report) render_sweep_html() (in module synthpriv.report) report() (synthpriv.privacy.accountant.PrivacyAccountant method) (synthpriv.privacy.dpecdf.DPEcdf method) run_benchmark() (in module synthpriv.benchmark) run_epsilon_sweep() (in module synthpriv.sweep)

S

sample() (synthpriv.core.base.BaseSynthesizer method) (synthpriv.dp.copula.DPCopulaGenerator method) (synthpriv.dp.gan.DPSGDGenerator method) sample_conditions() (synthpriv.dp.encoder.ModeEncoder method) save() (synthpriv.core.base.BaseSynthesizer method) (synthpriv.dp.copula.DPCopulaGenerator method) (synthpriv.dp.gan.DPSGDGenerator method) (synthpriv.pipeline.EvaluationReport method) save_model() (synthpriv.pipeline.PrivacyPreservingSynthesizer method) save_report() (synthpriv.benchmark.BenchmarkResult method) (synthpriv.sweep.SweepResult method) set_effective_epsilon() (synthpriv.privacy.accountant.PrivacyAccountant method) split_budget() (in module synthpriv.privacy.budget) summarize() (in module synthpriv.metrics.base) SweepResult (class in synthpriv.sweep) synthpriv.benchmark module synthpriv.cli module synthpriv.core.base module synthpriv.core.registry module synthpriv.dp.copula module synthpriv.dp.encoder module synthpriv.dp.gan module

synthpriv.generators.tabular module synthpriv.metrics.base module synthpriv.metrics.core module synthpriv.metrics.privacy module synthpriv.metrics.utility module synthpriv.pipeline module synthpriv.privacy.accountant module synthpriv.privacy.assurance module synthpriv.privacy.budget module synthpriv.privacy.dpecdf module synthpriv.privacy.mechanisms module synthpriv.report module synthpriv.sweep module synthpriv.utils module

T

TabularEncoder (class in synthpriv.dp.encoder)

timed_block() (in module synthpriv.utils) TVAEGenerator (class in synthpriv.generators.tabular)

U

utility_gap() (synthpriv.benchmark.BenchmarkResult method)

W

window (synthpriv.privacy.assurance.DpAssurance property)