Index

A

add_entries() (pydp.algorithms.laplacian.BoundedMean method) (pydp.algorithms.laplacian.BoundedStandardDeviation method) (pydp.algorithms.laplacian.BoundedSum method) (pydp.algorithms.laplacian.BoundedVariance method) (pydp.algorithms.laplacian.Count method) (pydp.algorithms.laplacian.Max method) (pydp.algorithms.laplacian.Median method) (pydp.algorithms.laplacian.Min method) (pydp.algorithms.laplacian.Percentile method)

add_entry() (pydp.algorithms.laplacian.BoundedMean method) (pydp.algorithms.laplacian.BoundedStandardDeviation method) (pydp.algorithms.laplacian.BoundedSum method) (pydp.algorithms.laplacian.BoundedVariance method) (pydp.algorithms.laplacian.Count method) (pydp.algorithms.laplacian.Max method) (pydp.algorithms.laplacian.Median method) (pydp.algorithms.laplacian.Min method) (pydp.algorithms.laplacian.Percentile method) add_noise() (pydp.algorithms.numerical_mechanisms.NumericalMechanism method)

B

BoundedMean (class in pydp.algorithms.laplacian) BoundedStandardDeviation (class in pydp.algorithms.laplacian)

BoundedSum (class in pydp.algorithms.laplacian) BoundedVariance (class in pydp.algorithms.laplacian)

C

correlation() (in module pydp.util)

Count (class in pydp.algorithms.laplacian) create_partition_strategy() (in module pydp.algorithms.partition_selection)

D

delta (pydp.algorithms.laplacian.BoundedMean property) (pydp.algorithms.laplacian.BoundedStandardDeviation property) (pydp.algorithms.laplacian.BoundedSum property) (pydp.algorithms.laplacian.BoundedVariance property) (pydp.algorithms.laplacian.Count property) (pydp.algorithms.laplacian.Max property) (pydp.algorithms.laplacian.Median property) (pydp.algorithms.laplacian.Min property) (pydp.algorithms.laplacian.Percentile property) (pydp.algorithms.numerical_mechanisms.GaussianMechanism property)

diversity (pydp.algorithms.numerical_mechanisms.LaplaceMechanism property)

E

epsilon (pydp.algorithms.laplacian.BoundedMean property) (pydp.algorithms.laplacian.BoundedStandardDeviation property) (pydp.algorithms.laplacian.BoundedSum property) (pydp.algorithms.laplacian.BoundedVariance property) (pydp.algorithms.laplacian.Count property) (pydp.algorithms.laplacian.Max property) (pydp.algorithms.laplacian.Median property) (pydp.algorithms.laplacian.Min property) (pydp.algorithms.laplacian.Percentile property) (pydp.algorithms.numerical_mechanisms.NumericalMechanism property)

G

GaussianDistribution (class in pydp.distributions) GaussianMechanism (class in pydp.algorithms.numerical_mechanisms) Geometric() (in module pydp.util)

get_diversity() (pydp.distributions.LaplaceDistribution method) get_next_power_of_two() (in module pydp.util) get_uniform_double() (pydp.algorithms.numerical_mechanisms.LaplaceMechanism method) (pydp.distributions.LaplaceDistribution method)

L

l0_sensitivity (pydp.algorithms.laplacian.BoundedMean property) (pydp.algorithms.laplacian.BoundedStandardDeviation property) (pydp.algorithms.laplacian.BoundedSum property) (pydp.algorithms.laplacian.BoundedVariance property) (pydp.algorithms.laplacian.Count property) (pydp.algorithms.laplacian.Max property) (pydp.algorithms.laplacian.Median property) (pydp.algorithms.laplacian.Min property) (pydp.algorithms.laplacian.Percentile property) l2_sensitivity (pydp.algorithms.numerical_mechanisms.GaussianMechanism property)

LaplaceDistribution (class in pydp.distributions) LaplaceMechanism (class in pydp.algorithms.numerical_mechanisms) linf_sensitivity (pydp.algorithms.laplacian.BoundedMean property) (pydp.algorithms.laplacian.BoundedStandardDeviation property) (pydp.algorithms.laplacian.BoundedSum property) (pydp.algorithms.laplacian.BoundedVariance property) (pydp.algorithms.laplacian.Count property) (pydp.algorithms.laplacian.Max property) (pydp.algorithms.laplacian.Median property) (pydp.algorithms.laplacian.Min property) (pydp.algorithms.laplacian.Percentile property)

M

Max (class in pydp.algorithms.laplacian) mean() (in module pydp.util) Median (class in pydp.algorithms.laplacian) memory_used() (pydp.algorithms.laplacian.BoundedMean method) (pydp.algorithms.laplacian.BoundedStandardDeviation method) (pydp.algorithms.laplacian.BoundedSum method) (pydp.algorithms.laplacian.BoundedVariance method) (pydp.algorithms.laplacian.Count method) (pydp.algorithms.laplacian.Max method) (pydp.algorithms.laplacian.Median method) (pydp.algorithms.laplacian.Min method) (pydp.algorithms.laplacian.Percentile method) (pydp.algorithms.numerical_mechanisms.NumericalMechanism method)

merge() (pydp.algorithms.laplacian.BoundedMean method) (pydp.algorithms.laplacian.BoundedStandardDeviation method) (pydp.algorithms.laplacian.BoundedSum method) (pydp.algorithms.laplacian.BoundedVariance method) (pydp.algorithms.laplacian.Count method) (pydp.algorithms.laplacian.Max method) (pydp.algorithms.laplacian.Median method) (pydp.algorithms.laplacian.Min method) (pydp.algorithms.laplacian.Percentile method) Min (class in pydp.algorithms.laplacian) module pydp.util

N

noise_confidence_interval() (pydp.algorithms.laplacian.BoundedMean method) (pydp.algorithms.laplacian.BoundedStandardDeviation method) (pydp.algorithms.laplacian.BoundedSum method) (pydp.algorithms.laplacian.BoundedVariance method) (pydp.algorithms.laplacian.Count method) (pydp.algorithms.laplacian.Max method) (pydp.algorithms.laplacian.Median method) (pydp.algorithms.laplacian.Min method) (pydp.algorithms.laplacian.Percentile method) (pydp.algorithms.numerical_mechanisms.NumericalMechanism method)

noised_value_above_threshold() (pydp.algorithms.numerical_mechanisms.NumericalMechanism method) NumericalMechanism (class in pydp.algorithms.numerical_mechanisms)

O

order_statistics() (in module pydp.util)

P

PartitionSelectionStrategy (class in pydp.algorithms.partition_selection) Percentile (class in pydp.algorithms.laplacian) percentile (pydp.algorithms.laplacian.Percentile property) privacy_budget_left() (pydp.algorithms.laplacian.BoundedMean method) (pydp.algorithms.laplacian.BoundedStandardDeviation method) (pydp.algorithms.laplacian.BoundedSum method) (pydp.algorithms.laplacian.BoundedVariance method) (pydp.algorithms.laplacian.Count method) (pydp.algorithms.laplacian.Max method) (pydp.algorithms.laplacian.Median method) (pydp.algorithms.laplacian.Min method) (pydp.algorithms.laplacian.Percentile method)

pydp.util module

Q

qnorm() (in module pydp.util) quick_result() (pydp.algorithms.laplacian.BoundedMean method) (pydp.algorithms.laplacian.BoundedStandardDeviation method) (pydp.algorithms.laplacian.BoundedSum method) (pydp.algorithms.laplacian.BoundedVariance method) (pydp.algorithms.laplacian.Count method) (pydp.algorithms.laplacian.Max method) (pydp.algorithms.laplacian.Median method) (pydp.algorithms.laplacian.Min method) (pydp.algorithms.laplacian.Percentile method)

R

reset() (pydp.algorithms.laplacian.BoundedMean method) (pydp.algorithms.laplacian.BoundedStandardDeviation method) (pydp.algorithms.laplacian.BoundedSum method) (pydp.algorithms.laplacian.BoundedVariance method) (pydp.algorithms.laplacian.Count method) (pydp.algorithms.laplacian.Max method) (pydp.algorithms.laplacian.Median method) (pydp.algorithms.laplacian.Min method) (pydp.algorithms.laplacian.Percentile method)

result() (pydp.algorithms.laplacian.BoundedMean method) (pydp.algorithms.laplacian.BoundedStandardDeviation method) (pydp.algorithms.laplacian.BoundedSum method) (pydp.algorithms.laplacian.BoundedVariance method) (pydp.algorithms.laplacian.Count method) (pydp.algorithms.laplacian.Max method) (pydp.algorithms.laplacian.Median method) (pydp.algorithms.laplacian.Min method) (pydp.algorithms.laplacian.Percentile method)

S

sample() (pydp.distributions.GaussianDistribution method) (pydp.distributions.LaplaceDistribution method) sensitivity (pydp.algorithms.numerical_mechanisms.LaplaceMechanism property) serialize() (pydp.algorithms.laplacian.BoundedMean method) (pydp.algorithms.laplacian.BoundedStandardDeviation method) (pydp.algorithms.laplacian.BoundedSum method) (pydp.algorithms.laplacian.BoundedVariance method) (pydp.algorithms.laplacian.Count method) (pydp.algorithms.laplacian.Max method) (pydp.algorithms.laplacian.Median method) (pydp.algorithms.laplacian.Min method) (pydp.algorithms.laplacian.Percentile method)

should_keep() (pydp.algorithms.partition_selection.PartitionSelectionStrategy method) standard_deviation() (in module pydp.util) std (pydp.algorithms.numerical_mechanisms.GaussianMechanism property) stddev (pydp.distributions.GaussianDistribution property)

U

UniformDouble() (in module pydp.util)

V

variance() (in module pydp.util)

vector_filter() (in module pydp.util) vector_to_string() (in module pydp.util)