Index

D

Demographic (class in mlsim.bias) DemographicCorrelated (class in mlsim.bias)

DemographicIndependent (class in mlsim.bias) dist (mlsim.bias.Feature attribute)

F

Feature (class in mlsim.bias) FeatureMeasurementQualityProxy (class in mlsim.bias) FeatureNoise (class in mlsim.bias) FeatureNoiseReplace (class in mlsim.bias)

FeaturePerGroupSharedParamAcrossGroups (class in mlsim.bias) FeaturePerGroupSharedParamWithinGroup (class in mlsim.bias) FeaturePerGroupTwoParam (class in mlsim.bias) FeatureSharedParam (class in mlsim.bias) FeatureTwoParams (class in mlsim.bias)

G

geometric_2d_gmm_sp() (in module mlsim.anomaly) geometric_indep_views_gmm_sp() (in module mlsim.anomaly)

get_parameter_description() (mlsim.bias.Population method) get_rho_a() (mlsim.bias.Demographic method) get_rho_z() (mlsim.bias.Demographic method)

M

make_DataFrame() (mlsim.bias.Population method) make_StructuredDataset() (mlsim.bias.Population method) mlsim.anomaly module

mlsim.bias module module mlsim.anomaly mlsim.bias

P

ParamCreator (mlsim.bias.Demographic attribute) (mlsim.bias.Feature attribute) (mlsim.bias.FeatureNoise attribute) (mlsim.bias.Target attribute)

plot_clustermat() (in module mlsim.anomaly) Population (class in mlsim.bias), [1] PopulationInstantiated (class in mlsim.bias)

S

sample() (mlsim.bias.Demographic method) (mlsim.bias.Feature method) (mlsim.bias.FeatureNoise method) (mlsim.bias.Population method) (mlsim.bias.Target method)

sample_unfavorable_outcomes() (mlsim.bias.Population method) sp_plot() (in module mlsim.anomaly)

T

Target (class in mlsim.bias) TargetDisadvantagedError (class in mlsim.bias)

TargetTwoError (class in mlsim.bias) theta (mlsim.bias.Feature attribute)