Index

_

__call__() (attribench.AttributionMethod method) (attribench.BasicModelFactory method) (attribench.MethodFactory method) (attribench.ModelFactory method)

A

add() (attribench.result.DeletionResult method) (attribench.result.GroupedMetricResult method) (attribench.result.ImpactCoverageResult method) (attribench.result.InfidelityResult method) (attribench.result.InsertionResult method) (attribench.result.MaxSensitivityResult method) (attribench.result.MetricResult method) (attribench.result.MinimalSubsetResult method) (attribench.result.SensitivityNResult method)

AttributionMethod (class in attribench) AttributionsDataset (class in attribench.data)

B

BasicModelFactory (class in attribench)

BlurringImageMasker (class in attribench.masking.image)

C

ClusterPlot (class in attribench.plot) compute_attributions() (in module attribench.functional)

ComputeAttributions (class in attribench.distributed) ConstantImageMasker (class in attribench.masking.image) ConvergencePlot (class in attribench.plot)

D

Deletion (class in attribench.distributed.metrics)

deletion() (in module attribench.functional.metrics) DeletionResult (class in attribench.result)

G

get_df() (attribench.result.DeletionResult method) (attribench.result.GroupedMetricResult method) (attribench.result.ImpactCoverageResult method) (attribench.result.InfidelityResult method) (attribench.result.InsertionResult method) (attribench.result.MaxSensitivityResult method) (attribench.result.MetricResult method) (attribench.result.MinimalSubsetResult method) (attribench.result.SensitivityNResult method)

get_num_features() (attribench.masking.image.BlurringImageMasker method) (attribench.masking.image.ConstantImageMasker method) (attribench.masking.image.ImageMasker method) (attribench.masking.image.RandomImageMasker method) (attribench.masking.image.SampleAverageImageMasker method) (attribench.masking.Masker method) (attribench.masking.TabularMasker method) GroupedMetricResult (class in attribench.result)

H

HDF5Dataset (class in attribench.data)

I

ImageMasker (class in attribench.masking.image) impact_coverage() (in module attribench.functional.metrics) ImpactCoverage (class in attribench.distributed.metrics) ImpactCoverageResult (class in attribench.result) IndexDataset (class in attribench.data) Infidelity (class in attribench.distributed.metrics) infidelity() (in module attribench.functional.metrics)

InfidelityResult (class in attribench.result) Insertion (class in attribench.distributed.metrics) insertion() (in module attribench.functional.metrics) InsertionResult (class in attribench.result) InterMethodCorrelationPlot (class in attribench.plot) InterMetricCorrelationPlot (class in attribench.plot) Irof (class in attribench.distributed.metrics) irof() (in module attribench.functional.metrics)

K

KrippendorffAlphaPlot (class in attribench.plot)

L

load() (attribench.result.DeletionResult class method) (attribench.result.GroupedMetricResult class method) (attribench.result.ImpactCoverageResult class method) (attribench.result.InfidelityResult class method) (attribench.result.InsertionResult class method) (attribench.result.MaxSensitivityResult class method) (attribench.result.MetricResult class method) (attribench.result.MinimalSubsetResult class method) (attribench.result.SensitivityNResult class method)

M

MADRatioPlot (class in attribench.plot) mask_bot() (attribench.masking.image.BlurringImageMasker method) (attribench.masking.image.ConstantImageMasker method) (attribench.masking.image.ImageMasker method) (attribench.masking.image.RandomImageMasker method) (attribench.masking.image.SampleAverageImageMasker method) (attribench.masking.Masker method) (attribench.masking.TabularMasker method) mask_rand() (attribench.masking.image.BlurringImageMasker method) (attribench.masking.image.ConstantImageMasker method) (attribench.masking.image.ImageMasker method) (attribench.masking.image.RandomImageMasker method) (attribench.masking.image.SampleAverageImageMasker method) (attribench.masking.Masker method) (attribench.masking.TabularMasker method) mask_top() (attribench.masking.image.BlurringImageMasker method) (attribench.masking.image.ConstantImageMasker method) (attribench.masking.image.ImageMasker method) (attribench.masking.image.RandomImageMasker method) (attribench.masking.image.SampleAverageImageMasker method) (attribench.masking.Masker method) (attribench.masking.TabularMasker method)

Masker (class in attribench.masking) max_sensitivity() (in module attribench.functional.metrics) MaxSensitivity (class in attribench.distributed.metrics) MaxSensitivityResult (class in attribench.result) MethodFactory (class in attribench) Metric (class in attribench.distributed) MetricResult (class in attribench.result) minimal_subset() (in module attribench.functional.metrics) MinimalSubset (class in attribench.distributed.metrics) MinimalSubsetResult (class in attribench.result) ModelFactory (class in attribench)

P

Plot (class in attribench.plot)

R

RandomImageMasker (class in attribench.masking.image) render() (attribench.plot.ClusterPlot method) (attribench.plot.ConvergencePlot method) (attribench.plot.InterMethodCorrelationPlot method) (attribench.plot.InterMetricCorrelationPlot method) (attribench.plot.KrippendorffAlphaPlot method) (attribench.plot.MADRatioPlot method) (attribench.plot.WilcoxonBarPlot method) (attribench.plot.WilcoxonSummaryPlot method) render_all() (attribench.plot.InterMethodCorrelationPlot method)

run() (attribench.distributed.ComputeAttributions method) (attribench.distributed.Metric method) (attribench.distributed.metrics.Deletion method) (attribench.distributed.metrics.ImpactCoverage method) (attribench.distributed.metrics.Infidelity method) (attribench.distributed.metrics.Insertion method) (attribench.distributed.metrics.Irof method) (attribench.distributed.metrics.MaxSensitivity method) (attribench.distributed.metrics.MinimalSubset method) (attribench.distributed.metrics.SensitivityN method) (attribench.distributed.SelectSamples method)

S

SampleAverageImageMasker (class in attribench.masking.image) save() (attribench.result.DeletionResult method) (attribench.result.GroupedMetricResult method) (attribench.result.ImpactCoverageResult method) (attribench.result.InfidelityResult method) (attribench.result.InsertionResult method) (attribench.result.MaxSensitivityResult method) (attribench.result.MetricResult method) (attribench.result.MinimalSubsetResult method) (attribench.result.SensitivityNResult method) save_result() (attribench.distributed.Metric method) (attribench.distributed.metrics.Deletion method) (attribench.distributed.metrics.ImpactCoverage method) (attribench.distributed.metrics.Infidelity method) (attribench.distributed.metrics.Insertion method) (attribench.distributed.metrics.Irof method) (attribench.distributed.metrics.MaxSensitivity method) (attribench.distributed.metrics.MinimalSubset method) (attribench.distributed.metrics.SensitivityN method)

select_samples() (in module attribench.functional) SelectSamples (class in attribench.distributed) sensitivity_n() (in module attribench.functional.metrics) SensitivityN (class in attribench.distributed.metrics) SensitivityNResult (class in attribench.result) set_batch() (attribench.masking.image.BlurringImageMasker method) (attribench.masking.image.ConstantImageMasker method) (attribench.masking.image.ImageMasker method) (attribench.masking.image.RandomImageMasker method) (attribench.masking.image.SampleAverageImageMasker method) (attribench.masking.Masker method) (attribench.masking.TabularMasker method)

T

TabularMasker (class in attribench.masking)

train_adversarial_patches() (in module attribench.functional) TrainAdversarialPatches (class in attribench.distributed)

W

WilcoxonBarPlot (class in attribench.plot)

WilcoxonSummaryPlot (class in attribench.plot)