Docs
Tutorials
API Reference
GitHub
Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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R
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S
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T
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V
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W
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Z
A
add_attack() (captum.robust.AttackComparator method)
AttackComparator (class in captum.robust)
attribute (captum.attr.Attribution attribute)
(captum.attr.NeuronAttribution attribute)
attribute() (captum.attr.Deconvolution method)
(captum.attr.DeepLift method)
(captum.attr.DeepLiftShap method)
(captum.attr.FeatureAblation method)
(captum.attr.FeaturePermutation method)
(captum.attr.GradientShap method)
(captum.attr.GuidedBackprop method)
(captum.attr.GuidedGradCam method)
(captum.attr.InputXGradient method)
(captum.attr.IntegratedGradients method)
(captum.attr.InternalInfluence method)
(captum.attr.KernelShap method)
(captum.attr.LayerActivation method)
(captum.attr.LayerConductance method)
(captum.attr.LayerDeepLift method)
(captum.attr.LayerDeepLiftShap method)
(captum.attr.LayerFeatureAblation method)
(captum.attr.LayerFeaturePermutation method)
(captum.attr.LayerGradCam method)
(captum.attr.LayerGradientShap method)
(captum.attr.LayerGradientXActivation method)
(captum.attr.LayerIntegratedGradients method)
(captum.attr.LayerLRP method)
(captum.attr.Lime method)
(captum.attr.LimeBase method)
(captum.attr.LLMAttribution method)
(captum.attr.LLMGradientAttribution method)
(captum.attr.LRP method)
(captum.attr.NeuronConductance method)
(captum.attr.NeuronDeconvolution method)
(captum.attr.NeuronDeepLift method)
(captum.attr.NeuronDeepLiftShap method)
(captum.attr.NeuronFeatureAblation method)
(captum.attr.NeuronGradient method)
(captum.attr.NeuronGradientShap method)
(captum.attr.NeuronGuidedBackprop method)
(captum.attr.NeuronIntegratedGradients method)
(captum.attr.NoiseTunnel method)
(captum.attr.Occlusion method)
(captum.attr.Saliency method)
(captum.attr.ShapleyValues method)
(captum.attr.ShapleyValueSampling method)
attribute_future (captum.attr.Attribution attribute)
attribute_future() (captum.attr.DeepLift method)
(captum.attr.FeatureAblation method)
(captum.attr.FeaturePermutation method)
(captum.attr.GradientShap method)
(captum.attr.InputXGradient method)
(captum.attr.IntegratedGradients method)
(captum.attr.KernelShap method)
(captum.attr.Lime method)
(captum.attr.LimeBase method)
(captum.attr.LLMAttribution method)
(captum.attr.LLMGradientAttribution method)
(captum.attr.LRP method)
(captum.attr.NoiseTunnel method)
(captum.attr.Occlusion method)
(captum.attr.Saliency method)
(captum.attr.ShapleyValueSampling method)
Attribution (class in captum.attr)
AttributionVisualizer (class in captum.insights)
B
BaseFeature (class in captum.insights.features)
Batch (class in captum.insights)
BinaryConcreteStochasticGates (class in captum.module)
bound (captum.robust.FGSM attribute)
(captum.robust.PGD attribute)
C
classes() (captum.concept.Classifier method)
Classifier (class in captum.concept)
compute_cavs() (captum.concept.TCAV method)
compute_convergence_delta (captum.attr.Attribution attribute)
compute_convergence_delta() (captum.attr.GradientAttribution method)
(captum.attr.LRP method)
compute_intermediate_quantities() (captum.influence.TracInCP method)
(captum.influence.TracInCPFastRandProj method)
Concept (class in captum.concept)
ConceptInterpreter (class in captum.concept)
configure_interpretable_embedding_layer() (in module captum.attr)
D
DataInfluence (class in captum.influence)
Deconvolution (class in captum.attr)
DeepLift (class in captum.attr)
DeepLiftShap (class in captum.attr)
E
evaluate() (captum.robust.AttackComparator method)
(captum.robust.MinParamPerturbation method)
F
FeatureAblation (class in captum.attr)
FeaturePermutation (class in captum.attr)
FGSM (class in captum.robust)
fit() (captum._utils.models.linear_model.SGDLasso method)
(captum._utils.models.linear_model.SGDRidge method)
(captum._utils.models.linear_model.SkLearnLasso method)
(captum._utils.models.linear_model.SkLearnLinearModel method)
(captum._utils.models.linear_model.SkLearnLinearRegression method)
(captum._utils.models.linear_model.SkLearnRidge method)
(captum._utils.models.model.Model method)
format_attr() (captum.attr.InterpretableInput method)
(captum.attr.TextTemplateInput method)
(captum.attr.TextTokenInput method)
forward() (captum.attr.InterpretableEmbeddingBase method)
(captum.module.BinaryConcreteStochasticGates method)
(captum.module.GaussianStochasticGates method)
G
GaussianStochasticGates (class in captum.module)
GeneralFeature (class in captum.insights.features)
generate_activation() (captum.concept.TCAV method)
generate_activations() (captum.concept.TCAV method)
generate_all_activations() (captum.concept.TCAV method)
generate_reference() (captum.attr.TokenReferenceBase method)
get_exp_kernel_similarity_function() (in module captum.attr._core.lime)
get_gate_active_probs() (captum.module.BinaryConcreteStochasticGates method)
(captum.module.GaussianStochasticGates method)
get_gate_values() (captum.module.BinaryConcreteStochasticGates method)
(captum.module.GaussianStochasticGates method)
get_name() (captum.attr.Attribution class method)
(captum.influence.DataInfluence class method)
(captum.influence.TracInCPBase class method)
GradientAttribution (class in captum.attr)
GradientShap (class in captum.attr)
GuidedBackprop (class in captum.attr)
GuidedGradCam (class in captum.attr)
H
has_convergence_delta() (captum.attr.Attribution method)
(captum.attr.DeepLift method)
(captum.attr.GradientShap method)
(captum.attr.IntegratedGradients method)
(captum.attr.LayerConductance method)
(captum.attr.LayerGradientShap method)
(captum.attr.LayerIntegratedGradients method)
(captum.attr.LimeBase method)
(captum.attr.LRP method)
(captum.attr.NoiseTunnel method)
I
ImageFeature (class in captum.insights.features)
indices_to_embeddings() (captum.attr.InterpretableEmbeddingBase method)
infidelity (class in captum.metrics)
influence() (captum.influence.DataInfluence method)
(captum.influence.SimilarityInfluence method)
(captum.influence.TracInCP method)
(captum.influence.TracInCPBase method)
(captum.influence.TracInCPFast method)
(captum.influence.TracInCPFastRandProj method)
InputXGradient (class in captum.attr)
IntegratedGradients (class in captum.attr)
InternalInfluence (class in captum.attr)
interpolate() (captum.attr.LayerAttribution static method)
interpret (captum.concept.ConceptInterpreter attribute)
interpret() (captum.concept.TCAV method)
InterpretableEmbeddingBase (class in captum.attr)
InterpretableInput (class in captum.attr)
K
kernel_shap_perturb_generator() (captum.attr.KernelShap method)
KernelShap (class in captum.attr)
L
LayerActivation (class in captum.attr)
LayerAttribution (class in captum.attr)
LayerConductance (class in captum.attr)
LayerDeepLift (class in captum.attr)
LayerDeepLiftShap (class in captum.attr)
LayerFeatureAblation (class in captum.attr)
LayerFeaturePermutation (class in captum.attr)
LayerGradCam (class in captum.attr)
LayerGradientShap (class in captum.attr)
LayerGradientXActivation (class in captum.attr)
LayerIntegratedGradients (class in captum.attr)
LayerLRP (class in captum.attr)
Lime (class in captum.attr)
LimeBase (class in captum.attr)
LLMAttribution (class in captum.attr)
LLMAttributionResult (class in captum.attr)
LLMGradientAttribution (class in captum.attr)
load_cavs() (captum.concept.TCAV method)
LRP (class in captum.attr)
M
MinParamPerturbation (class in captum.robust)
Model (class in captum._utils.models.model)
N
NeuronAttribution (class in captum.attr)
NeuronConductance (class in captum.attr)
NeuronDeconvolution (class in captum.attr)
NeuronDeepLift (class in captum.attr)
NeuronDeepLiftShap (class in captum.attr)
NeuronFeatureAblation (class in captum.attr)
NeuronGradient (class in captum.attr)
NeuronGradientShap (class in captum.attr)
NeuronGuidedBackprop (class in captum.attr)
NeuronIntegratedGradients (class in captum.attr)
NoiseTunnel (class in captum.attr)
O
Occlusion (class in captum.attr)
P
perturb() (captum.robust.FGSM method)
(captum.robust.PGD method)
PerturbationAttribution (class in captum.attr)
PGD (class in captum.robust)
plot_seq_attr() (captum.attr.LLMAttributionResult method)
plot_token_attr() (captum.attr.LLMAttributionResult method)
ProductBaselines (class in captum.attr)
R
remove_interpretable_embedding_layer() (in module captum.attr)
representation() (captum._utils.models.model.Model method)
reset() (captum.robust.AttackComparator method)
S
Saliency (class in captum.attr)
self_influence() (captum.influence.TracInCP method)
(captum.influence.TracInCPBase method)
(captum.influence.TracInCPFast method)
(captum.influence.TracInCPFastRandProj method)
sensitivity_max (class in captum.metrics)
SGDLasso (class in captum._utils.models.linear_model)
SGDLinearModel (class in captum._utils.models.linear_model)
SGDRidge (class in captum._utils.models.linear_model)
ShapleyValues (class in captum.attr)
ShapleyValueSampling (class in captum.attr)
SimilarityInfluence (class in captum.influence)
SkLearnLasso (class in captum._utils.models.linear_model)
SkLearnLinearModel (class in captum._utils.models.linear_model)
SkLearnLinearRegression (class in captum._utils.models.linear_model)
SkLearnRidge (class in captum._utils.models.linear_model)
summary() (captum.robust.AttackComparator method)
T
TCAV (class in captum.concept)
test_reduction_type (captum.influence.TracInCP attribute)
TextFeature (class in captum.insights.features)
TextTemplateInput (class in captum.attr)
TextTokenInput (class in captum.attr)
to_model_input() (captum.attr.InterpretableInput method)
(captum.attr.TextTemplateInput method)
(captum.attr.TextTokenInput method)
to_tensor() (captum.attr.InterpretableInput method)
(captum.attr.TextTemplateInput method)
(captum.attr.TextTokenInput method)
TokenReferenceBase (class in captum.attr)
TracInCP (class in captum.influence)
TracInCPBase (class in captum.influence)
TracInCPFast (class in captum.influence)
TracInCPFastRandProj (class in captum.influence)
train_and_eval() (captum.concept.Classifier method)
V
visualize_image_attr() (in module captum.attr.visualization)
visualize_image_attr_multiple() (in module captum.attr.visualization)
visualize_timeseries_attr() (in module captum.attr.visualization)
W
weights() (captum.concept.Classifier method)
Z
zero_thresh (captum.robust.FGSM attribute)
Captum
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