Index

_

__init__() (zennit.attribution.Attributor method) (zennit.attribution.Gradient method) (zennit.attribution.IntegratedGradients method) (zennit.attribution.Occlusion method) (zennit.attribution.SmoothGrad method) (zennit.canonizers.AttributeCanonizer method) (zennit.canonizers.CompositeCanonizer method) (zennit.canonizers.MergeBatchNorm method) (zennit.canonizers.NamedMergeBatchNorm method) (zennit.cmap.ColorMap method) (zennit.cmap.LazyColorMapCache method) (zennit.composites.BetaSmooth method) (zennit.composites.DeconvNet method) (zennit.composites.EpsilonAlpha2Beta1 method) (zennit.composites.EpsilonAlpha2Beta1Flat method) (zennit.composites.EpsilonGammaBox method) (zennit.composites.EpsilonPlus method) (zennit.composites.EpsilonPlusFlat method) (zennit.composites.ExcitationBackprop method) (zennit.composites.GuidedBackprop method) (zennit.composites.LayerMapComposite method) (zennit.composites.MixedComposite method) (zennit.composites.NameLayerMapComposite method) (zennit.composites.NameMapComposite method) (zennit.composites.SpecialFirstLayerMapComposite method) (zennit.core.BasicHook method) (zennit.core.Composite method) (zennit.core.CompositeContext method) (zennit.core.Hook method) (zennit.core.ParamMod method) (zennit.core.RemovableHandle method) (zennit.core.Stabilizer method) (zennit.layer.Sum method) (zennit.rules.AlphaBeta method) (zennit.rules.ClampMod method) (zennit.rules.Epsilon method) (zennit.rules.Flat method) (zennit.rules.Gamma method) (zennit.rules.GammaMod method) (zennit.rules.NoMod method) (zennit.rules.Norm method) (zennit.rules.ReLUBetaSmooth method) (zennit.rules.WSquare method) (zennit.rules.ZBox method) (zennit.rules.ZPlus method) (zennit.torchvision.ResNetBasicBlockCanonizer method) (zennit.torchvision.ResNetBottleneckCanonizer method) (zennit.torchvision.ResNetCanonizer method)

__new__() (zennit.cmap.CMapToken static method) (zennit.cmap.ColorNode static method)

A

Activation (class in zennit.types) AlphaBeta (class in zennit.rules) apply() (zennit.canonizers.AttributeCanonizer method) (zennit.canonizers.Canonizer method) (zennit.canonizers.CompositeCanonizer method) (zennit.canonizers.NamedMergeBatchNorm method) (zennit.canonizers.SequentialMergeBatchNorm method)

AttributeCanonizer (class in zennit.canonizers) Attributor (class in zennit.attribution) AvgPool (class in zennit.types)

B

backward() (zennit.core.BasicHook method) (zennit.core.Hook method) (zennit.core.Identity static method) (zennit.rules.Pass method) (zennit.rules.ReLUBetaSmooth method) (zennit.rules.ReLUDeconvNet method) (zennit.rules.ReLUGuidedBackprop method)

BasicHook (class in zennit.core) BatchNorm (class in zennit.types) BetaSmooth (class in zennit.composites)

C

Canonizer (class in zennit.canonizers) ClampMod (class in zennit.rules) CMapToken (class in zennit.cmap) collect_leaves() (in module zennit.core) ColorMap (class in zennit.cmap) ColorNode (class in zennit.cmap) Composite (class in zennit.core) CompositeCanonizer (class in zennit.canonizers) CompositeContext (class in zennit.core) constant() (in module zennit.attribution)

context() (zennit.core.Composite method) Convolution (class in zennit.types) ConvolutionStandard (class in zennit.types) ConvolutionTranspose (class in zennit.types) copy() (zennit.canonizers.AttributeCanonizer method) (zennit.canonizers.Canonizer method) (zennit.canonizers.NamedMergeBatchNorm method) (zennit.core.BasicHook method) (zennit.core.Hook method) (zennit.rules.ReLUBetaSmooth method)

D

DeconvNet (class in zennit.composites)

E

ensure() (zennit.core.ParamMod class method) (zennit.core.Stabilizer class method) Epsilon (class in zennit.rules) EpsilonAlpha2Beta1 (class in zennit.composites) EpsilonAlpha2Beta1Flat (class in zennit.composites)

EpsilonGammaBox (class in zennit.composites) EpsilonPlus (class in zennit.composites) EpsilonPlusFlat (class in zennit.composites) ExcitationBackprop (class in zennit.composites) expand() (in module zennit.core)

F

Flat (class in zennit.rules) forward() (zennit.attribution.Attributor method) (zennit.attribution.Gradient method) (zennit.attribution.IntegratedGradients method) (zennit.attribution.Occlusion method) (zennit.attribution.SmoothGrad method) (zennit.core.BasicHook method) (zennit.core.Hook method) (zennit.core.Identity static method) (zennit.layer.Sum method) (zennit.rules.ReLUBetaSmooth method) (zennit.torchvision.ResNetBasicBlockCanonizer static method) (zennit.torchvision.ResNetBottleneckCanonizer static method)

G

Gamma (class in zennit.rules) GammaMod (class in zennit.rules) get_cmap() (in module zennit.image)

grad() (zennit.attribution.Gradient method) Gradient (class in zennit.attribution) gridify() (in module zennit.image) GuidedBackprop (class in zennit.composites)

H

Hook (class in zennit.core)

I

Identity (class in zennit.core) identity() (in module zennit.attribution) imgify() (in module zennit.image) imsave() (in module zennit.image)

inactive (zennit.attribution.Attributor property) inactive() (zennit.core.Composite method) index (zennit.cmap.ColorNode attribute) IntegratedGradients (class in zennit.attribution) interval_norm_bounds() (in module zennit.image)

L

layer_map_base() (in module zennit.composites) LayerMapComposite (class in zennit.composites)

LazyColorMapCache (class in zennit.cmap) Linear (class in zennit.types)

M

mapping() (zennit.composites.LayerMapComposite method) (zennit.composites.MixedComposite method) (zennit.composites.NameMapComposite method) (zennit.composites.SpecialFirstLayerMapComposite method) MaxPool (class in zennit.types) merge_batch_norm() (zennit.canonizers.MergeBatchNorm static method) MergeBatchNorm (class in zennit.canonizers) MixedComposite (class in zennit.composites) module zennit.attribution zennit.canonizers zennit.cmap zennit.composites zennit.core zennit.image zennit.layer zennit.rules zennit.torchvision zennit.types

N

NamedMergeBatchNorm (class in zennit.canonizers) NameLayerMapComposite (class in zennit.composites)

NameMapComposite (class in zennit.composites) NoMod (class in zennit.rules) Norm (class in zennit.rules)

O

occlude_independent() (in module zennit.attribution)

Occlusion (class in zennit.attribution)

P

palette() (in module zennit.image) (zennit.cmap.ColorMap method) ParamMod (class in zennit.core) Pass (class in zennit.rules)

pos (zennit.cmap.CMapToken attribute) post_forward() (zennit.core.Hook method) pre_backward() (zennit.core.Hook method) pre_forward() (zennit.core.Hook method)

R

register() (zennit.canonizers.AttributeCanonizer method) (zennit.canonizers.Canonizer method) (zennit.canonizers.CompositeCanonizer method) (zennit.canonizers.MergeBatchNorm method) (zennit.core.Composite method) (zennit.core.Hook method) register_composite() (in module zennit.composites) ReLUBetaSmooth (class in zennit.rules) ReLUDeconvNet (class in zennit.rules) ReLUGuidedBackprop (class in zennit.rules) RemovableHandle (class in zennit.core)

RemovableHandleList (class in zennit.core) remove() (zennit.canonizers.AttributeCanonizer method) (zennit.canonizers.Canonizer method) (zennit.canonizers.CompositeCanonizer method) (zennit.canonizers.MergeBatchNorm method) (zennit.core.Composite method) (zennit.core.Hook method) (zennit.core.RemovableHandle method) (zennit.core.RemovableHandleList method) ResNetBasicBlockCanonizer (class in zennit.torchvision) ResNetBottleneckCanonizer (class in zennit.torchvision) ResNetCanonizer (class in zennit.torchvision)

S

SequentialMergeBatchNorm (class in zennit.canonizers) SmoothGrad (class in zennit.attribution) source (zennit.cmap.ColorMap property) SpecialFirstLayerMapComposite (class in zennit.composites)

stabilize() (in module zennit.core) Stabilizer (class in zennit.core) state_dicts() (zennit.core.ParamMod method) SubclassMeta (class in zennit.types) Sum (class in zennit.layer)

T

type (zennit.cmap.CMapToken attribute)

U

uncompress() (in module zennit.core)

V

value (zennit.cmap.CMapToken attribute) (zennit.cmap.ColorNode attribute)

VGGCanonizer (class in zennit.torchvision)

W

WSquare (class in zennit.rules)

Z

ZBox (class in zennit.rules) zennit.attribution module zennit.canonizers module zennit.cmap module zennit.composites module zennit.core module zennit.image module

zennit.layer module zennit.rules module zennit.torchvision module zennit.types module zero_bias() (in module zennit.rules) zero_wrap() (in module zennit.core) ZPlus (class in zennit.rules)