Index

_

__call__() (signxai.torch_signxai.methods_impl.zennit_impl.direct_hook_analyzer.DirectStdxEpsilonHook method) __init__() (signxai.common.method_families.CAMFamily method) (signxai.common.method_families.DeepLiftFamily method) (signxai.common.method_families.GuidedFamily method) (signxai.common.method_families.LRPBasicFamily method) (signxai.common.method_families.MethodFamily method) (signxai.common.method_families.MethodFamilyRegistry method) (signxai.common.method_families.OcclusionFamily method) (signxai.common.method_families.RandomFamily method) (signxai.common.method_families.SimpleGradientFamily method) (signxai.common.method_families.SpecializedLRPFamily method) (signxai.common.method_families.StochasticMethodFamily method) (signxai.tf_signxai.methods_impl.grad_cam.GradCAM method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.base.AnalyzerBase method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.base.AnalyzerNetworkBase method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.base.ReverseAnalyzerBase method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.deeplift.DeepLIFT method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.deeplift.DeepLIFTWrapper method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based.Deconvnet method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based.Gradient method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based.GuidedBackprop method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based.InputTimesGradient method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based.IntegratedGradients method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based.SmoothGrad method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based.VarGrad method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.misc.Random method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRP method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPAlpha1Beta0 method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPAlpha1Beta0IgnoreBias method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPAlpha2Beta1 method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPAlpha2Beta1IgnoreBias method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPAlphaBeta method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPEpsilon method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPEpsilonIgnoreBias method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPFlat method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPGamma method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPRuleUntilIndex method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPSequentialCompositeA method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPSequentialCompositeAFlat method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPSequentialCompositeB method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPSequentialCompositeBFlat method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPStdxEpsilon method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPWSquare method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPZ method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPZIgnoreBias method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPZPlus method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPZPlusFast method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AddReverseRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.Alpha1Beta0IgnoreBiasRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.Alpha1Beta0Rule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.Alpha2Beta1IgnoreBiasRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.Alpha2Beta1Rule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AlphaBetaIgnoreBiasRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AlphaBetaRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AlphaBetaX1000Rule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AlphaBetaX1001Rule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AlphaBetaX1010Rule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AlphaBetaX2m100Rule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AlphaBetaXRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AveragePoolingReverseRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.BatchNormalizationReverseRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.BoundedRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.EpsilonIgnoreBiasRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.EpsilonRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.FlatRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.SIGNmuRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.SIGNRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.WSquareRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.ZIgnoreBiasRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.ZPlusFastRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.ZPlusRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.ZRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.GradientReplacementLayer method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.ReplacementLayer method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.ReverseModel method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.wrapper.AugmentReduceBase method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.wrapper.GaussianSmoother method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.wrapper.PathIntegrator method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.wrapper.WrapperBase method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Clip method) (signxai.tf_signxai.methods_impl.innvestigate.layers.ExtractConv2DPatches method) (signxai.tf_signxai.methods_impl.innvestigate.layers.GradientWRT method) (signxai.tf_signxai.methods_impl.innvestigate.layers.MultiplyWithLinspace method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Project method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Repeat method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Reshape method) (signxai.tf_signxai.methods_impl.innvestigate.layers.RunningMeans method) (signxai.tf_signxai.methods_impl.innvestigate.layers.SafeDivide method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Transpose method) (signxai.tf_signxai.methods_impl.innvestigate.tools.pattern.BasePattern method) (signxai.tf_signxai.methods_impl.innvestigate.tools.pattern.PatternComputer method) (signxai.tf_signxai.methods_impl.innvestigate.utils.BatchSequence method) (signxai.tf_signxai.methods_impl.innvestigate.utils.TargetAugmentedSequence method) (signxai.torch_signxai.methods_impl.base.BaseGradient method) (signxai.torch_signxai.methods_impl.base.GradientXSign method) (signxai.torch_signxai.methods_impl.grad_cam.GradCAM method) (signxai.torch_signxai.methods_impl.guided.DeconvNet method) (signxai.torch_signxai.methods_impl.guided.GuidedBackprop method) (signxai.torch_signxai.methods_impl.integrated.IntegratedGradients method) (signxai.torch_signxai.methods_impl.integrated.IntegratedGradientsXSign method) (signxai.torch_signxai.methods_impl.smoothgrad.SmoothGrad method) (signxai.torch_signxai.methods_impl.smoothgrad.SmoothGradXSign method) (signxai.torch_signxai.methods_impl.vargrad.VarGrad method) (signxai.torch_signxai.methods_impl.vargrad.VarGradXSign method) (signxai.torch_signxai.methods_impl.zennit_impl.AdvancedLRPAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.AnalyzerBase method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.AdvancedLRPAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.AnalyzerBase method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.BoundedLRPAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.DeconvNetAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.DeconvNetComposite method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.DeepLiftAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.DeepTaylorAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.GradCAMAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.GradientXSignAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.GuidedBackpropAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.IntegratedGradientsAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.LRPAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.LRPSequential method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.LRPStdxEpsilonAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.SmoothGradAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.VarGradAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.BoundedLRPAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.DeconvNetAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.DeepLiftAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.DeepTaylorAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.direct_hook_analyzer.DirectLRPStdxEpsilonAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.direct_hook_analyzer.DirectStdxEpsilonHook method) (signxai.torch_signxai.methods_impl.zennit_impl.GradCAMAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.GradientXSignAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.GuidedBackpropAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.EpsilonHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.FlatHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.GammaHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.LrpBaseHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.LrpSignEpsilonMuHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.LrpSignEpsilonStdXMuHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.SignEpsilonHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.SignHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.SignMuHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.StdxEpsilonHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.VarGradBaseAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.WSquareHook method) (signxai.torch_signxai.methods_impl.zennit_impl.IntegratedGradientsAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.LRPAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.LRPSequential method) (signxai.torch_signxai.methods_impl.zennit_impl.LRPStdxEpsilonAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.sign_rule.SIGNmuRule method) (signxai.torch_signxai.methods_impl.zennit_impl.sign_rule.SIGNRule method) (signxai.torch_signxai.methods_impl.zennit_impl.SIGNmuRule method) (signxai.torch_signxai.methods_impl.zennit_impl.SIGNRule method) (signxai.torch_signxai.methods_impl.zennit_impl.SmoothGradAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.stdx_rule.StdxEpsilon method) (signxai.torch_signxai.methods_impl.zennit_impl.StdxEpsilon method) (signxai.torch_signxai.methods_impl.zennit_impl.VarGradAnalyzer method) (signxai.torch_signxai.NoSoftmaxWrapper method)

A

Abs (class in signxai.tf_signxai.methods_impl.innvestigate.layers) AddReverseRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) AdvancedLRPAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) aggregate_and_normalize_relevancemap_rgb() (in module signxai.common.visualization) (in module signxai.utils.utils) Alpha1Beta0IgnoreBiasRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) Alpha1Beta0Rule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) Alpha2Beta1IgnoreBiasRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) Alpha2Beta1Rule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) alphabeta_composite() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) AlphaBetaIgnoreBiasRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) AlphaBetaRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) AlphaBetaX1000Rule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) AlphaBetaX1001Rule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) AlphaBetaX1010Rule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) AlphaBetaX2m100Rule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) AlphaBetaXRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) analyze() (signxai.tf_signxai.methods_impl.innvestigate.analyzer.base.AnalyzerBase method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.base.AnalyzerNetworkBase method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.deeplift.DeepLIFTWrapper method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRPRuleUntilIndex method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.wrapper.AugmentReduceBase method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.wrapper.PathIntegrator method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.wrapper.WrapperBase method) (signxai.torch_signxai.methods.zennit_impl.AdvancedLRPAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.DeepTaylorAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.GradCAMAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.GradientAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.GradientXInputAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.GradientXSignAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.GuidedBackpropAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.IntegratedGradientsAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.LRPAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.LRPSequential method) (signxai.torch_signxai.methods.zennit_impl.SmoothGradAnalyzer method) (signxai.torch_signxai.methods.zennit_impl.VarGradAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.AdvancedLRPAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.AnalyzerBase method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.AdvancedLRPAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.AnalyzerBase method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.BoundedLRPAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.DeconvNetAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.DeepLiftAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.DeepTaylorAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.GradCAMAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.GradientAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.GradientXInputAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.GradientXSignAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.GuidedBackpropAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.IntegratedGradientsAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.LRPAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.LRPSequential method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.LRPStdxEpsilonAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.SmoothGradAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.analyzers.VarGradAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.BoundedLRPAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.DeconvNetAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.DeepLiftAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.DeepTaylorAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.direct_hook_analyzer.DirectLRPStdxEpsilonAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.GradCAMAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.GradientAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.GradientXInputAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.GradientXSignAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.GuidedBackpropAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.VarGradBaseAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.IntegratedGradientsAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.LRPAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.LRPSequential method) (signxai.torch_signxai.methods_impl.zennit_impl.LRPStdxEpsilonAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.SmoothGradAnalyzer method) (signxai.torch_signxai.methods_impl.zennit_impl.VarGradAnalyzer method)

AnalyzerBase (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.base) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) AnalyzerNetworkBase (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.base) apply() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.ZPlusFastRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.ReverseModel method) AsFloatX (class in signxai.tf_signxai.methods_impl.innvestigate.layers) assert_infer_lrp_alpha_beta_param() (in module signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.utils) assert_lrp_epsilon_param() (in module signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.utils) attribute() (signxai.torch_signxai.methods_impl.base.BaseGradient method) (signxai.torch_signxai.methods_impl.base.GradientXSign method) (signxai.torch_signxai.methods_impl.base.InputXGradient method) (signxai.torch_signxai.methods_impl.grad_cam.GradCAM method) (signxai.torch_signxai.methods_impl.guided.DeconvNet method) (signxai.torch_signxai.methods_impl.guided.GuidedBackprop method) (signxai.torch_signxai.methods_impl.integrated.IntegratedGradients method) (signxai.torch_signxai.methods_impl.integrated.IntegratedGradientsXInput method) (signxai.torch_signxai.methods_impl.integrated.IntegratedGradientsXSign method) (signxai.torch_signxai.methods_impl.smoothgrad.SmoothGrad method) (signxai.torch_signxai.methods_impl.smoothgrad.SmoothGradXInput method) (signxai.torch_signxai.methods_impl.smoothgrad.SmoothGradXSign method) (signxai.torch_signxai.methods_impl.vargrad.VarGrad method) (signxai.torch_signxai.methods_impl.vargrad.VarGradXInput method) (signxai.torch_signxai.methods_impl.vargrad.VarGradXSign method) AugmentReduceBase (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.wrapper) AveragePoolingReverseRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base)

B

backward() (signxai.torch_signxai.methods_impl.deconvnet.DeconvNetReLU static method) (signxai.torch_signxai.methods_impl.guided.GuidedBackpropReLU static method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.EpsilonHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.FlatHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.GammaHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.LrpBaseHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.SignEpsilonHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.SignHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.SignMuHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.StdxEpsilonHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.WSquareHook method) BaseGradient (class in signxai.torch_signxai.methods_impl.base) BasePattern (class in signxai.tf_signxai.methods_impl.innvestigate.tools.pattern) batch_to_numpy() (in module signxai.utils)

batchnorm() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.special) BatchNormalizationReverseRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) BatchSequence (class in signxai.tf_signxai.methods_impl.innvestigate.utils) BoundedLRPAnalyzer (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) BoundedRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) Broadcast (class in signxai.tf_signxai.methods_impl.innvestigate.layers) broadcast_np_tensors_to_keras_tensors() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras) build() (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.ReverseModel method) (signxai.tf_signxai.methods_impl.innvestigate.layers.RunningMeans method) build_deconvnet_model() (in module signxai.torch_signxai.methods_impl.deconvnet) build_guided_model() (in module signxai.tf_signxai.methods_impl.guided_backprop) (in module signxai.torch_signxai.methods_impl.guided) build_keras_model() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.helper)

C

calculate_explanation_innvestigate() (in module signxai.utils) (in module signxai.utils.utils), [1] calculate_grad_cam_relevancemap() (in module signxai.tf_signxai.methods.grad_cam) (in module signxai.tf_signxai.methods_impl.grad_cam) (in module signxai.torch_signxai.methods_impl.grad_cam) calculate_grad_cam_relevancemap_timeseries() (in module signxai.tf_signxai.methods.grad_cam) (in module signxai.tf_signxai.methods_impl.grad_cam) (in module signxai.torch_signxai.methods_impl.grad_cam) calculate_relevancemap() (in module signxai) (in module signxai.tf_signxai) (in module signxai.torch_signxai) (in module signxai.torch_signxai.methods_impl.zennit_impl) calculate_relevancemap_with_families() (in module signxai.tf_signxai.methods_family) (in module signxai.torch_signxai.methods_family) calculate_relevancemaps() (in module signxai) calculate_sign_mu() (in module signxai.tf_signxai.methods.signed) (in module signxai.tf_signxai.methods_impl.signed) (in module signxai.torch_signxai.methods.signed) (in module signxai.torch_signxai.methods_impl.signed) call() (signxai.tf_signxai.methods_impl.innvestigate.layers.AsFloatX method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Broadcast method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Dot method) (signxai.tf_signxai.methods_impl.innvestigate.layers.ExtractConv2DPatches method) (signxai.tf_signxai.methods_impl.innvestigate.layers.FiniteCheck method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Gather method) (signxai.tf_signxai.methods_impl.innvestigate.layers.GatherND method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Gradient method) (signxai.tf_signxai.methods_impl.innvestigate.layers.GradientWRT method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Greater method) (signxai.tf_signxai.methods_impl.innvestigate.layers.GreaterEqual method) (signxai.tf_signxai.methods_impl.innvestigate.layers.GreaterEqualThanZero method) (signxai.tf_signxai.methods_impl.innvestigate.layers.GreaterThanZero method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Less method) (signxai.tf_signxai.methods_impl.innvestigate.layers.LessEqual method) (signxai.tf_signxai.methods_impl.innvestigate.layers.LessEqualThanZero method) (signxai.tf_signxai.methods_impl.innvestigate.layers.LessThanZero method) (signxai.tf_signxai.methods_impl.innvestigate.layers.MultiplyWithLinspace method) (signxai.tf_signxai.methods_impl.innvestigate.layers.OnesLike method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Repeat method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Reshape method) (signxai.tf_signxai.methods_impl.innvestigate.layers.RunningMeans method) (signxai.tf_signxai.methods_impl.innvestigate.layers.SafeDivide method) (signxai.tf_signxai.methods_impl.innvestigate.layers.TestPhaseGaussianNoise method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Transpose method) (signxai.tf_signxai.methods_impl.innvestigate.layers.ZerosLike method) CAMFamily (class in signxai.common.method_families) can_handle() (signxai.common.method_families.CAMFamily method) (signxai.common.method_families.DeepLiftFamily method) (signxai.common.method_families.GuidedFamily method) (signxai.common.method_families.LRPBasicFamily method) (signxai.common.method_families.MethodFamily method) (signxai.common.method_families.OcclusionFamily method) (signxai.common.method_families.RandomFamily method) (signxai.common.method_families.SimpleGradientFamily method) (signxai.common.method_families.SpecializedLRPFamily method) (signxai.common.method_families.StochasticMethodFamily method)

CANONICAL_NAMES (signxai.common.method_normalizer.MethodNormalizer attribute) (signxai.common.MethodNormalizer attribute) Clip (class in signxai.tf_signxai.methods_impl.innvestigate.layers) clip_quantile() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.visualizations) cnn_1dim_c1_d1() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.cnn) cnn_1dim_c2_d1() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.cnn) cnn_2dim_c1_d1() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.cnn) cnn_2dim_c2_d1() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.cnn) cnn_3dim_c1_d1() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.cnn) cnn_3dim_c2_d1() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.cnn) compute() (signxai.tf_signxai.methods_impl.innvestigate.tools.pattern.PatternComputer method) compute_generator() (signxai.tf_signxai.methods_impl.innvestigate.tools.pattern.PatternComputer method) compute_heatmap() (signxai.tf_signxai.methods_impl.grad_cam.GradCAM method) compute_mask() (signxai.tf_signxai.methods_impl.innvestigate.layers.GradientWRT method) compute_output_shape() (signxai.tf_signxai.methods_impl.innvestigate.layers.Broadcast method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Dot method) (signxai.tf_signxai.methods_impl.innvestigate.layers.ExtractConv2DPatches method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Gather method) (signxai.tf_signxai.methods_impl.innvestigate.layers.GatherND method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Gradient method) (signxai.tf_signxai.methods_impl.innvestigate.layers.GradientWRT method) (signxai.tf_signxai.methods_impl.innvestigate.layers.MultiplyWithLinspace method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Repeat method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Reshape method) (signxai.tf_signxai.methods_impl.innvestigate.layers.RunningMeans method) (signxai.tf_signxai.methods_impl.innvestigate.layers.SafeDivide method) (signxai.tf_signxai.methods_impl.innvestigate.layers.Transpose method) compute_pattern() (signxai.tf_signxai.methods_impl.innvestigate.tools.pattern.BasePattern method) (signxai.tf_signxai.methods_impl.innvestigate.tools.pattern.DummyPattern method) (signxai.tf_signxai.methods_impl.innvestigate.tools.pattern.LinearPattern method) Constant() (in module signxai.tf_signxai.methods_impl.innvestigate.layers) contains_activation() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks) contains_kernel() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks) convert_to_numpy() (in module signxai.common.validation) copy() (signxai.torch_signxai.methods_impl.zennit_impl.stdx_rule.StdxEpsilon method) (signxai.torch_signxai.methods_impl.zennit_impl.StdxEpsilon method) copy_layer() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) copy_layer_wo_activation() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) CountNonZero (class in signxai.tf_signxai.methods_impl.innvestigate.layers) create_analyzer() (in module signxai.tf_signxai.methods_impl.innvestigate.analyzer) create_analyzer_model() (signxai.tf_signxai.methods_impl.innvestigate.analyzer.base.AnalyzerNetworkBase method) create_rule_mapping() (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer.LRP method)

D

decode_predictions() (in module signxai.torch_signxai) Deconvnet (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based) DeconvNet (class in signxai.torch_signxai.methods_impl.guided) deconvnet() (in module signxai.torch_signxai.methods_impl.deconvnet) DeconvNetAnalyzer (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) DeconvNetComposite (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) DeconvNetReLU (class in signxai.torch_signxai.methods_impl.deconvnet) DeconvNetReLUModule (class in signxai.torch_signxai.methods_impl.deconvnet) DeepLIFT (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.deeplift) DeepLiftAnalyzer (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) DeepLiftFamily (class in signxai.common.method_families) DeepLIFTWrapper (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.deeplift) DeepTaylorAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers)

densenet121() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.imagenet) densenet169() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.imagenet) densenet201() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.imagenet) detect_framework() (in module signxai.common) DirectLRPStdxEpsilonAnalyzer (class in signxai.torch_signxai.methods_impl.zennit_impl.direct_hook_analyzer) DirectStdxEpsilonHook (class in signxai.torch_signxai.methods_impl.zennit_impl.direct_hook_analyzer) DISABLED_METHODS (signxai.common.method_normalizer.MethodNormalizer attribute) (signxai.common.MethodNormalizer attribute) Dot (class in signxai.tf_signxai.methods_impl.innvestigate.layers) dot() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.trivia) download_image() (in module signxai.utils) (in module signxai.utils.utils) download_model() (in module signxai.utils) (in module signxai.utils.utils) dropout() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.special) DummyPattern (class in signxai.tf_signxai.methods_impl.innvestigate.tools.pattern)

E

ensure_batch_dimension() (in module signxai.utils) ensure_dir() (in module signxai.utils) epsilon_composite() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) EpsilonHook (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) EpsilonIgnoreBiasRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) EpsilonRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) execute() (in module signxai.tf_signxai.methods) (in module signxai.torch_signxai.methods) (signxai.common.method_families.MethodFamily method) (signxai.common.method_families.MethodFamilyRegistry method) execute_pytorch() (signxai.common.method_families.CAMFamily method) (signxai.common.method_families.DeepLiftFamily method) (signxai.common.method_families.GuidedFamily method) (signxai.common.method_families.LRPBasicFamily method) (signxai.common.method_families.MethodFamily method) (signxai.common.method_families.OcclusionFamily method) (signxai.common.method_families.RandomFamily method) (signxai.common.method_families.SimpleGradientFamily method) (signxai.common.method_families.SpecializedLRPFamily method) (signxai.common.method_families.StochasticMethodFamily method) execute_tensorflow() (signxai.common.method_families.CAMFamily method) (signxai.common.method_families.DeepLiftFamily method) (signxai.common.method_families.GuidedFamily method) (signxai.common.method_families.LRPBasicFamily method) (signxai.common.method_families.MethodFamily method) (signxai.common.method_families.OcclusionFamily method) (signxai.common.method_families.RandomFamily method) (signxai.common.method_families.SimpleGradientFamily method) (signxai.common.method_families.SpecializedLRPFamily method) (signxai.common.method_families.StochasticMethodFamily method)

explain() (in module signxai) (in module signxai.api) (in module signxai.tf_signxai) (in module signxai.torch_signxai) explain_hook() (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AddReverseRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AlphaBetaRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AlphaBetaXRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AveragePoolingReverseRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.BatchNormalizationReverseRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.BoundedRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.EpsilonRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.SIGNmuRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.SIGNRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.WSquareRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.ZPlusFastRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.ZRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.GradientReplacementLayer method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.ReplacementLayer method) explain_with_preset() (in module signxai) (in module signxai.api) extract_conv2d_patches() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.backend) ExtractConv2DPatches (class in signxai.tf_signxai.methods_impl.innvestigate.layers)

F

fake_keras_layer() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) filter() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases) find_target_layer() (in module signxai.torch_signxai.methods_impl.grad_cam) FiniteCheck (class in signxai.tf_signxai.methods_impl.innvestigate.layers) fit() (signxai.tf_signxai.methods_impl.innvestigate.analyzer.base.AnalyzerBase method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.base.OneEpochTrainerMixin method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.base.TrainerMixin method) fit_generator() (signxai.tf_signxai.methods_impl.innvestigate.analyzer.base.AnalyzerBase method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.base.OneEpochTrainerMixin method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.base.TrainerMixin method) flat_composite() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) FlatHook (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) FlatRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) forward() (signxai.torch_signxai.methods_impl.deconvnet.DeconvNetReLU static method) (signxai.torch_signxai.methods_impl.deconvnet.DeconvNetReLUModule method) (signxai.torch_signxai.methods_impl.grad_cam.GradCAM method) (signxai.torch_signxai.methods_impl.guided.GuidedBackpropReLU static method) (signxai.torch_signxai.methods_impl.guided.GuidedBackpropReLUModule method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.FlatHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.GammaHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.LrpBaseHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.SignHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.SignMuHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.StdxEpsilonHook method) (signxai.torch_signxai.methods_impl.zennit_impl.hooks.WSquareHook method) (signxai.torch_signxai.methods_impl.zennit_impl.sign_rule.SIGNmuRule method) (signxai.torch_signxai.methods_impl.zennit_impl.sign_rule.SIGNRule method) (signxai.torch_signxai.methods_impl.zennit_impl.SIGNmuRule method) (signxai.torch_signxai.methods_impl.zennit_impl.SIGNRule method) (signxai.torch_signxai.NoSoftmaxWrapper method) (signxai.torch_signxai.utils.NoSoftmaxWrapper method)

FRAMEWORK_SPECIFIC (signxai.common.method_normalizer.MethodNormalizer attribute) (signxai.common.MethodNormalizer attribute)

G

gamma() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.visualizations) gamma_composite() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) GammaHook (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) Gather (class in signxai.tf_signxai.methods_impl.innvestigate.layers) gather() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.backend) gather_nd() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.backend) GatherND (class in signxai.tf_signxai.methods_impl.innvestigate.layers) GaussianSmoother (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.wrapper) get_activation_search_safe_layers() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks) get_active_neuron_io() (in module signxai.tf_signxai.methods_impl.innvestigate.tools.pattern) get_aliases() (signxai.common.method_normalizer.MethodNormalizer class method) (signxai.common.MethodNormalizer class method) get_bottleneck_nodes() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) get_bottleneck_tensors() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) get_examples_data_dir() (in module signxai.utils.utils) get_explanations() (signxai.tf_signxai.methods_impl.innvestigate.analyzer.base.AnalyzerNetworkBase method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.ReverseModel method) get_framework_methods() (signxai.common.method_normalizer.MethodNormalizer class method) (signxai.common.MethodNormalizer class method) get_kernel() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) get_known_layers() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks) get_layer_inbound_count() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) get_layer_neuronwise_io() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) get_layer_outbound_count() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) get_method_info() (in module signxai) (in module signxai.api) get_model_execution_graph() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) get_model_execution_trace() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) get_model_layers() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) get_pattern_class() (in module signxai.tf_signxai.methods_impl.innvestigate.tools.pattern) get_registry() (in module signxai.common.method_families) get_stats_from_batch() (signxai.tf_signxai.methods_impl.innvestigate.tools.pattern.DummyPattern method) (signxai.tf_signxai.methods_impl.innvestigate.tools.pattern.LinearPattern method) get_supported_methods() (signxai.common.method_families.MethodFamilyRegistry method) grad_cam() (in module signxai.torch_signxai) GradCAM (class in signxai.tf_signxai.methods_impl.grad_cam) (class in signxai.torch_signxai.methods_impl.grad_cam) GradCAMAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers)

Gradient (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based) (class in signxai.tf_signxai.methods_impl.innvestigate.layers) gradient() (in module signxai.tf_signxai.methods.wrappers) gradient_mapper() (signxai.torch_signxai.methods_impl.zennit_impl.stdx_rule.StdxEpsilon method) (signxai.torch_signxai.methods_impl.zennit_impl.StdxEpsilon method) gradient_x_input() (in module signxai.tf_signxai.methods.wrappers) gradient_x_sign() (in module signxai.tf_signxai.methods.signed) gradient_x_sign_mu() (in module signxai.tf_signxai.methods.signed) GradientAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) GradientReplacementLayer (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map) gradients() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.backend) GradientWRT (class in signxai.tf_signxai.methods_impl.innvestigate.layers) GradientXInputAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) GradientXSign (class in signxai.torch_signxai.methods_impl.base) GradientXSignAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) graymap() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.visualizations) Greater (class in signxai.tf_signxai.methods_impl.innvestigate.layers) GreaterEqual (class in signxai.tf_signxai.methods_impl.innvestigate.layers) GreaterEqualThanZero (class in signxai.tf_signxai.methods_impl.innvestigate.layers) GreaterThanZero (class in signxai.tf_signxai.methods_impl.innvestigate.layers) guided_backprop() (in module signxai.tf_signxai.methods.guided_backprop) (in module signxai.torch_signxai.methods_impl.guided) guided_backprop_on_guided_model() (in module signxai.tf_signxai.methods.guided_backprop) (in module signxai.tf_signxai.methods_impl.guided_backprop) GuidedBackprop (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based) (class in signxai.torch_signxai.methods_impl.guided) GuidedBackpropAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) GuidedBackpropReLU (class in signxai.torch_signxai.methods_impl.guided) GuidedBackpropReLUModule (class in signxai.torch_signxai.methods_impl.guided) GuidedFamily (class in signxai.common.method_families)

H

has_pattern() (signxai.tf_signxai.methods_impl.innvestigate.tools.pattern.BasePattern method)

heatmap() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.visualizations)

I

Identity (class in signxai.tf_signxai.methods_impl.innvestigate.layers) inception_resnet_v2() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.imagenet) inception_v3() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.imagenet) Input (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.misc) InputTimesGradient (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based) InputXGradient (class in signxai.torch_signxai.methods_impl.base) integrated_gradients() (in module signxai.tf_signxai.methods.wrappers) (in module signxai.torch_signxai) (in module signxai.torch_signxai.methods_impl.integrated) IntegratedGradients (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based) (class in signxai.torch_signxai.methods_impl.integrated) IntegratedGradientsAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers)

IntegratedGradientsXInput (class in signxai.torch_signxai.methods_impl.integrated) IntegratedGradientsXSign (class in signxai.torch_signxai.methods_impl.integrated) is_average_pooling() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks) is_batch_normalization_layer() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks) is_convnet_layer() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks) is_framework_specific() (signxai.common.method_normalizer.MethodNormalizer class method) (signxai.common.MethodNormalizer class method) is_input_layer() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks) is_max_pooling() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks) is_network() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks) is_not_finite() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.backend) is_relu_convnet_layer() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks)

L

lc_cnn_1dim_c1_d1() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.cnn) lc_cnn_1dim_c2_d1() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.cnn) lc_cnn_2dim_c1_d1() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.cnn) lc_cnn_2dim_c2_d1() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.cnn) Less (class in signxai.tf_signxai.methods_impl.innvestigate.layers) LessEqual (class in signxai.tf_signxai.methods_impl.innvestigate.layers) LessEqualThanZero (class in signxai.tf_signxai.methods_impl.innvestigate.layers) LessThanZero (class in signxai.tf_signxai.methods_impl.innvestigate.layers) LinearPattern (class in signxai.tf_signxai.methods_impl.innvestigate.tools.pattern) list_methods() (in module signxai) (in module signxai.api) load() (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.ReverseModel method) load_image() (in module signxai.utils) (in module signxai.utils.utils) LRP (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) lrp_composite() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) LRPAlpha1Beta0 (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPAlpha1Beta0IgnoreBias (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPAlpha2Beta1 (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPAlpha2Beta1IgnoreBias (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPAlphaBeta (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) LrpBaseHook (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) LRPBasicFamily (class in signxai.common.method_families) LRPEpsilon (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPEpsilonIgnoreBias (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPFlat (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer)

LRPGamma (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPRuleUntilIndex (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPSequential (class in signxai.torch_signxai.methods.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) LRPSequentialCompositeA (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPSequentialCompositeAFlat (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPSequentialCompositeB (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPSequentialCompositeBFlat (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) lrpsign_epsilon() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) lrpsign_epsilon_mu() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) lrpsign_epsilon_std_x() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) lrpsign_epsilon_std_x_mu() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) lrpsign_epsilon_stdx() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) lrpsign_epsilon_stdx_mu() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) LrpSignEpsilonMuHook (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) LrpSignEpsilonStdXHook (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) LrpSignEpsilonStdXMuHook (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) LRPStdxEpsilon (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPStdxEpsilonAnalyzer (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) LRPWSquare (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPZ (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) lrpz_epsilon() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) lrpz_sequential_composite_a() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) lrpz_sequential_composite_b() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) lrpz_stdx_epsilon() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) LRPZIgnoreBias (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPZPlus (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer) LRPZPlusFast (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer)

M

mark_as_skip() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases) mark_as_xfail() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases) Max (class in signxai.tf_signxai.methods_impl.innvestigate.layers) Mean (class in signxai.tf_signxai.methods_impl.innvestigate.layers) METHOD_PRESETS (signxai.common.method_normalizer.MethodNormalizer attribute) (signxai.common.MethodNormalizer attribute) MethodFamily (class in signxai.common.method_families) MethodFamilyRegistry (class in signxai.common.method_families) MethodNormalizer (class in signxai.common) (class in signxai.common.method_normalizer) MethodParser (class in signxai.common.method_parser) Min (class in signxai.tf_signxai.methods_impl.innvestigate.layers) mlp2() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.mlp) mlp3() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.mlp) model_contains() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) model_wo_softmax() (in module signxai.tf_signxai.methods_impl.innvestigate.utils) (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) module signxai signxai.api signxai.common, [1] signxai.common.method_families signxai.common.method_normalizer signxai.common.method_parser signxai.common.validation, [1] signxai.common.visualization, [1] signxai.tf_signxai, [1] signxai.tf_signxai.methods signxai.tf_signxai.methods.grad_cam signxai.tf_signxai.methods.guided_backprop signxai.tf_signxai.methods.signed signxai.tf_signxai.methods.wrappers signxai.tf_signxai.methods_family signxai.tf_signxai.methods_impl signxai.tf_signxai.methods_impl.grad_cam signxai.tf_signxai.methods_impl.guided_backprop signxai.tf_signxai.methods_impl.innvestigate signxai.tf_signxai.methods_impl.innvestigate.analyzer signxai.tf_signxai.methods_impl.innvestigate.analyzer.base signxai.tf_signxai.methods_impl.innvestigate.analyzer.canonization signxai.tf_signxai.methods_impl.innvestigate.analyzer.deeplift signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based signxai.tf_signxai.methods_impl.innvestigate.analyzer.misc signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.utils signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map signxai.tf_signxai.methods_impl.innvestigate.analyzer.wrapper signxai.tf_signxai.methods_impl.innvestigate.applications signxai.tf_signxai.methods_impl.innvestigate.applications.imagenet signxai.tf_signxai.methods_impl.innvestigate.applications.mnist signxai.tf_signxai.methods_impl.innvestigate.backend signxai.tf_signxai.methods_impl.innvestigate.backend.tensorflow signxai.tf_signxai.methods_impl.innvestigate.backend.torch signxai.tf_signxai.methods_impl.innvestigate.layers signxai.tf_signxai.methods_impl.innvestigate.tests signxai.tf_signxai.methods_impl.innvestigate.tests.analyzer signxai.tf_signxai.methods_impl.innvestigate.tests.tools signxai.tf_signxai.methods_impl.innvestigate.tests.utils signxai.tf_signxai.methods_impl.innvestigate.tests.utils.keras signxai.tf_signxai.methods_impl.innvestigate.tests.utils.tests signxai.tf_signxai.methods_impl.innvestigate.tools.pattern signxai.tf_signxai.methods_impl.innvestigate.utils signxai.tf_signxai.methods_impl.innvestigate.utils.keras signxai.tf_signxai.methods_impl.innvestigate.utils.keras.backend signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph signxai.tf_signxai.methods_impl.innvestigate.utils.tests signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.cnn signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.helper signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.mlp signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.special signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.trivia signxai.tf_signxai.methods_impl.innvestigate.utils.tests.dryrun signxai.tf_signxai.methods_impl.innvestigate.utils.visualizations signxai.tf_signxai.methods_impl.signed signxai.torch_signxai, [1] signxai.torch_signxai.methods signxai.torch_signxai.methods.signed signxai.torch_signxai.methods.wrappers signxai.torch_signxai.methods.zennit_impl signxai.torch_signxai.methods_family signxai.torch_signxai.methods_impl signxai.torch_signxai.methods_impl.base signxai.torch_signxai.methods_impl.deconvnet signxai.torch_signxai.methods_impl.grad_cam signxai.torch_signxai.methods_impl.guided signxai.torch_signxai.methods_impl.integrated signxai.torch_signxai.methods_impl.signed signxai.torch_signxai.methods_impl.smoothgrad signxai.torch_signxai.methods_impl.vargrad signxai.torch_signxai.methods_impl.zennit_impl signxai.torch_signxai.methods_impl.zennit_impl.analyzers signxai.torch_signxai.methods_impl.zennit_impl.direct_hook_analyzer signxai.torch_signxai.methods_impl.zennit_impl.hooks signxai.torch_signxai.methods_impl.zennit_impl.sign_rule signxai.torch_signxai.methods_impl.zennit_impl.stdx_rule signxai.torch_signxai.utils signxai.utils, [1] signxai.utils.utils, [1]

MultiplyWithLinspace (class in signxai.tf_signxai.methods_impl.innvestigate.layers)

N

name() (in module signxai.tf_signxai.methods_impl.innvestigate.backend) nasnet_large() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.imagenet) nasnet_mobile() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.imagenet) normalize() (signxai.common.method_normalizer.MethodNormalizer class method) (signxai.common.MethodNormalizer class method) normalize_heatmap() (in module signxai.utils) (in module signxai.utils.utils)

normalize_relevance_map() (in module signxai.common.visualization), [1] NoSoftmaxWrapper (class in signxai.torch_signxai) (class in signxai.torch_signxai.utils) NotAnalyzeableModelException numpy_to_torch() (in module signxai.utils)

O

OcclusionFamily (class in signxai.common.method_families) One() (in module signxai.tf_signxai.methods_impl.innvestigate.layers) OneEpochTrainerMixin (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.base)

OnesLike (class in signxai.tf_signxai.methods_impl.innvestigate.layers) only_relu_activation() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks) overlay_heatmap() (in module signxai.common.visualization), [1]

P

parse() (signxai.common.method_parser.MethodParser method) PathIntegrator (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.wrapper) PatternComputer (class in signxai.tf_signxai.methods_impl.innvestigate.tools.pattern) plot_comparison() (in module signxai.utils) plot_relevancemap() (in module signxai.utils) postprocess_images() (in module signxai.tf_signxai.methods_impl.innvestigate.utils) pre_softmax_tensors() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) preprocess_images() (in module signxai.tf_signxai.methods_impl.innvestigate.utils)

pretrained_plos_long_relu() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.mnist) pretrained_plos_long_tanh() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.mnist) pretrained_plos_short_relu() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.mnist) pretrained_plos_short_tanh() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.mnist) Print (class in signxai.tf_signxai.methods_impl.innvestigate.layers) print_model_execution_graph() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) Project (class in signxai.tf_signxai.methods_impl.innvestigate.layers) project() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.visualizations)

R

Random (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.misc) RandomFamily (class in signxai.common.method_families) register_method() (in module signxai.tf_signxai.methods) (in module signxai.torch_signxai.methods) relevance_to_heatmap() (in module signxai.common.visualization), [1] ReLUNegativePattern (class in signxai.tf_signxai.methods_impl.innvestigate.tools.pattern) ReLUPositivePattern (class in signxai.tf_signxai.methods_impl.innvestigate.tools.pattern) remove_softmax() (in module signxai.torch_signxai) (in module signxai.torch_signxai.utils) (in module signxai.utils) (in module signxai.utils.utils), [1]

Repeat (class in signxai.tf_signxai.methods_impl.innvestigate.layers) replace_relu_with_deconvnet_relu() (in module signxai.torch_signxai.methods_impl.deconvnet) replace_relu_with_guided_relu() (in module signxai.torch_signxai.methods_impl.guided) ReplacementLayer (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map) Reshape (class in signxai.tf_signxai.methods_impl.innvestigate.layers) resnet50() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.imagenet) ReverseAnalyzerBase (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.base) ReverseModel (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map) RunningMeans (class in signxai.tf_signxai.methods_impl.innvestigate.layers)

S

SafeDivide (class in signxai.tf_signxai.methods_impl.innvestigate.layers) save() (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.ReverseModel method) sequential_composite() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) sign_composite() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) SignEpsilonHook (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) SignHook (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) SignMuHook (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) SIGNmuRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.sign_rule) SIGNRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.sign_rule) signxai module signxai.api module signxai.common module, [1] signxai.common.method_families module signxai.common.method_normalizer module signxai.common.method_parser module signxai.common.validation module, [1] signxai.common.visualization module, [1] signxai.tf_signxai module, [1] signxai.tf_signxai.methods module signxai.tf_signxai.methods.grad_cam module signxai.tf_signxai.methods.guided_backprop module signxai.tf_signxai.methods.signed module signxai.tf_signxai.methods.wrappers module signxai.tf_signxai.methods_family module signxai.tf_signxai.methods_impl module signxai.tf_signxai.methods_impl.grad_cam module signxai.tf_signxai.methods_impl.guided_backprop module signxai.tf_signxai.methods_impl.innvestigate module signxai.tf_signxai.methods_impl.innvestigate.analyzer module signxai.tf_signxai.methods_impl.innvestigate.analyzer.base module signxai.tf_signxai.methods_impl.innvestigate.analyzer.canonization module signxai.tf_signxai.methods_impl.innvestigate.analyzer.deeplift module signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based module signxai.tf_signxai.methods_impl.innvestigate.analyzer.misc module signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based module signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_analyzer module signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base module signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.utils module signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map module signxai.tf_signxai.methods_impl.innvestigate.analyzer.wrapper module signxai.tf_signxai.methods_impl.innvestigate.applications module signxai.tf_signxai.methods_impl.innvestigate.applications.imagenet module signxai.tf_signxai.methods_impl.innvestigate.applications.mnist module signxai.tf_signxai.methods_impl.innvestigate.backend module signxai.tf_signxai.methods_impl.innvestigate.backend.tensorflow module signxai.tf_signxai.methods_impl.innvestigate.backend.torch module signxai.tf_signxai.methods_impl.innvestigate.layers module signxai.tf_signxai.methods_impl.innvestigate.tests module signxai.tf_signxai.methods_impl.innvestigate.tests.analyzer module signxai.tf_signxai.methods_impl.innvestigate.tests.tools module signxai.tf_signxai.methods_impl.innvestigate.tests.utils module signxai.tf_signxai.methods_impl.innvestigate.tests.utils.keras module signxai.tf_signxai.methods_impl.innvestigate.tests.utils.tests module

signxai.tf_signxai.methods_impl.innvestigate.tools.pattern module signxai.tf_signxai.methods_impl.innvestigate.utils module signxai.tf_signxai.methods_impl.innvestigate.utils.keras module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.backend module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.checks module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph module signxai.tf_signxai.methods_impl.innvestigate.utils.tests module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.cnn module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.helper module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.mlp module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.special module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.trivia module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.dryrun module signxai.tf_signxai.methods_impl.innvestigate.utils.visualizations module signxai.tf_signxai.methods_impl.signed module signxai.torch_signxai module, [1] signxai.torch_signxai.methods module signxai.torch_signxai.methods.signed module signxai.torch_signxai.methods.wrappers module signxai.torch_signxai.methods.zennit_impl module signxai.torch_signxai.methods_family module signxai.torch_signxai.methods_impl module signxai.torch_signxai.methods_impl.base module signxai.torch_signxai.methods_impl.deconvnet module signxai.torch_signxai.methods_impl.grad_cam module signxai.torch_signxai.methods_impl.guided module signxai.torch_signxai.methods_impl.integrated module signxai.torch_signxai.methods_impl.signed module signxai.torch_signxai.methods_impl.smoothgrad module signxai.torch_signxai.methods_impl.vargrad module signxai.torch_signxai.methods_impl.zennit_impl module signxai.torch_signxai.methods_impl.zennit_impl.analyzers module signxai.torch_signxai.methods_impl.zennit_impl.direct_hook_analyzer module signxai.torch_signxai.methods_impl.zennit_impl.hooks module signxai.torch_signxai.methods_impl.zennit_impl.sign_rule module signxai.torch_signxai.methods_impl.zennit_impl.stdx_rule module signxai.torch_signxai.utils module signxai.utils module, [1] signxai.utils.utils module, [1] SimpleGradientFamily (class in signxai.common.method_families) skip_connection() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.cases.trivia) SmoothGrad (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based) (class in signxai.torch_signxai.methods_impl.smoothgrad) smoothgrad() (in module signxai.tf_signxai.methods.wrappers) (in module signxai.torch_signxai.methods_impl.smoothgrad) smoothgrad_x_input() (in module signxai.torch_signxai.methods_impl.smoothgrad) smoothgrad_x_sign() (in module signxai.torch_signxai.methods_impl.smoothgrad) SmoothGradAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) SmoothGradXInput (class in signxai.torch_signxai.methods_impl.smoothgrad) SmoothGradXSign (class in signxai.torch_signxai.methods_impl.smoothgrad) SpecializedLRPFamily (class in signxai.common.method_families) Square (class in signxai.tf_signxai.methods_impl.innvestigate.layers) stats_from_batch() (signxai.tf_signxai.methods_impl.innvestigate.tools.pattern.BasePattern method) stdx_epsilon() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) StdxEpsilon (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.stdx_rule) StdxEpsilonHook (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) StochasticMethodFamily (class in signxai.common.method_families) Sum (class in signxai.tf_signxai.methods_impl.innvestigate.layers)

T

TargetAugmentedSequence (class in signxai.tf_signxai.methods_impl.innvestigate.utils) test_analyzer() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.dryrun) test_analyzers_for_same_output() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.tests.dryrun) TestPhaseGaussianNoise (class in signxai.tf_signxai.methods_impl.innvestigate.layers) to_floatx() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.backend) to_list() (in module signxai.tf_signxai.methods_impl.innvestigate.utils)

torch_to_numpy() (in module signxai.utils) trace_model_execution() (in module signxai.tf_signxai.methods_impl.innvestigate.utils.keras.graph) TrainerMixin (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.base) Transpose (class in signxai.tf_signxai.methods_impl.innvestigate.layers) try_apply() (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.ReplacementLayer method) try_explain() (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.ReplacementLayer method)

V

validate_attribution_output() (in module signxai.common.validation) validate_framework_compatibility() (in module signxai.common.validation) validate_input() (in module signxai.common.validation) (in module signxai.tf_signxai) validate_input_range() (in module signxai.common.validation) validate_input_shape() (in module signxai.common.validation) validate_model() (in module signxai.common.validation) validate_model_output() (in module signxai.common.validation) VarGrad (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.gradient_based) (class in signxai.torch_signxai.methods_impl.vargrad) vargrad_analyzer() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) vargrad_x_input_analyzer() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) vargrad_x_input_x_sign_analyzer() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks)

vargrad_x_sign_analyzer() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) VarGradAnalyzer (class in signxai.torch_signxai.methods.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl) (class in signxai.torch_signxai.methods_impl.zennit_impl.analyzers) (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) VarGradBaseAnalyzer (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) VarGradXInput (class in signxai.torch_signxai.methods_impl.vargrad) VarGradXInputAnalyzer (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) VarGradXSign (class in signxai.torch_signxai.methods_impl.vargrad) VarGradXSignAnalyzer (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) vgg16() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.imagenet) vgg19() (in module signxai.tf_signxai.methods_impl.innvestigate.applications.imagenet) visualize_comparison() (in module signxai.common.visualization)

W

w2lrp_composite_a() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) w2lrp_epsilon() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) w2lrp_sequential_composite_a() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) w2lrp_sequential_composite_b() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) w2lrp_stdx_epsilon() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) wrap_hook() (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AddReverseRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AlphaBetaRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AlphaBetaXRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.AveragePoolingReverseRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.BatchNormalizationReverseRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.BoundedRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.EpsilonRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.SIGNmuRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.SIGNRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.WSquareRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.ZPlusFastRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base.ZRule method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.GradientReplacementLayer method) (signxai.tf_signxai.methods_impl.innvestigate.analyzer.reverse_map.ReplacementLayer method)

WrapperBase (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.wrapper) wsquare_composite() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) wsquare_composite_standard() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) WSquareHook (class in signxai.torch_signxai.methods_impl.zennit_impl.hooks) WSquareRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base)

Z

zbox_composite() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) Zero() (in module signxai.tf_signxai.methods_impl.innvestigate.layers) ZerosLike (class in signxai.tf_signxai.methods_impl.innvestigate.layers) ZIgnoreBiasRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base)

zplus_composite() (in module signxai.torch_signxai.methods_impl.zennit_impl.hooks) ZPlusFastRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) ZPlusRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base) ZRule (class in signxai.tf_signxai.methods_impl.innvestigate.analyzer.relevance_based.relevance_rule_base)