Index

_

__init__() (bias_amplification.attacker_models.ANN.simpleDenseModel method) (bias_amplification.metrics.CoOccurMetrics.BA_MALS method) (bias_amplification.metrics.CoOccurMetrics.BaseCoOccurMetric method) (bias_amplification.metrics.CoOccurMetrics.DBA method) (bias_amplification.metrics.CoOccurMetrics.MDBA method) (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method) (bias_amplification.metrics.PredMetrics.DPA method) (bias_amplification.metrics.PredMetrics.Leakage method)

B

BA_MALS (class in bias_amplification.metrics.CoOccurMetrics) BaseCoOccurMetric (class in bias_amplification.metrics.CoOccurMetrics) BasePredictabilityMetric (class in bias_amplification.metrics.PredMetrics) bias_amplification.utils.config module

bias_amplification.utils.datacreator module bias_amplification.utils.losses module

C

calcBidirectional() (bias_amplification.metrics.PredMetrics.DPA method) calcLambda() (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method) calcLeak() (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method) check_bias() (bias_amplification.metrics.CoOccurMetrics.BA_MALS method) (bias_amplification.metrics.CoOccurMetrics.DBA method) (bias_amplification.metrics.CoOccurMetrics.MDBA method) compute_leakage() (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method) computeAgivenT() (bias_amplification.metrics.CoOccurMetrics.BaseCoOccurMetric method) computeBiasAmp() (bias_amplification.metrics.CoOccurMetrics.BA_MALS method) (bias_amplification.metrics.CoOccurMetrics.BaseCoOccurMetric method) (bias_amplification.metrics.CoOccurMetrics.DBA method) (bias_amplification.metrics.CoOccurMetrics.MDBA method)

computeBiasAmpBidirectional() (bias_amplification.metrics.CoOccurMetrics.DBA method) (bias_amplification.metrics.CoOccurMetrics.MDBA method) computePairProbs() (bias_amplification.metrics.CoOccurMetrics.BaseCoOccurMetric method) computeProbs() (bias_amplification.metrics.CoOccurMetrics.BaseCoOccurMetric method) computeTgivenA() (bias_amplification.metrics.CoOccurMetrics.BaseCoOccurMetric method) count_params() (bias_amplification.attacker_models.ANN.simpleDenseModel method)

D

dataCreator() (in module bias_amplification.utils.datacreator) DBA (class in bias_amplification.metrics.CoOccurMetrics) defineModel() (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method) (bias_amplification.metrics.PredMetrics.DPA method) (bias_amplification.metrics.PredMetrics.Leakage method)

DPA (class in bias_amplification.metrics.PredMetrics)

F

filterActivations() (bias_amplification.attacker_models.ANN.simpleDenseModel method)

forward() (bias_amplification.attacker_models.ANN.simpleDenseModel method)

G

getAmortizedLeakage() (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method) (bias_amplification.metrics.PredMetrics.DPA method) (bias_amplification.metrics.PredMetrics.Leakage method)

getAttributeCombinationStats() (bias_amplification.metrics.CoOccurMetrics.MDBA method)

I

initialize_eval_metrics() (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method)

initLayers() (bias_amplification.attacker_models.ANN.simpleDenseModel method)

L

Leakage (class in bias_amplification.metrics.PredMetrics)

M

MDBA (class in bias_amplification.metrics.CoOccurMetrics) ModifiedBCELoss() (in module bias_amplification.utils.losses) ModifiedMSELoss() (in module bias_amplification.utils.losses)

module bias_amplification.utils.config bias_amplification.utils.datacreator bias_amplification.utils.losses

N

normalise() (in module bias_amplification.utils.config)

P

permuteData() (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method)

S

shuffle_data() (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method)

simpleDenseModel (class in bias_amplification.attacker_models.ANN) split() (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method)

T

train() (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method) train_batch_with_loss() (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method)

train_epochs() (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method) train_setup() (bias_amplification.metrics.PredMetrics.BasePredictabilityMetric method) training (bias_amplification.attacker_models.ANN.simpleDenseModel attribute)

V

validate_error_percent() (in module bias_amplification.utils.datacreator)