API Reference

• Attribution
  • Integrated Gradients
  • Saliency
  • DeepLift
  • DeepLiftShap
  • GradientShap
  • Input X Gradient
  • Guided Backprop
  • Guided GradCAM
  • Deconvolution
  • Feature Ablation
  • Occlusion
  • Feature Permutation
  • Shapley Value Sampling
  • Lime
  • KernelShap
  • LRP
• LLM Attribution Classes
  • LLMAttribution
  • LLMGradientAttribution
  • LLMAttributionResult
• NoiseTunnel
  • NoiseTunnel
• Layer Attribution
  • Layer Conductance
  • Layer Activation
  • Internal Influence
  • Layer Gradient X Activation
  • GradCAM
  • Layer DeepLift
  • Layer DeepLiftShap
  • Layer GradientShap
  • Layer Integrated Gradients
  • Layer Feature Ablation
  • Layer Feature Permutation
  • Layer LRP
• Neuron Attribution
  • Neuron Gradient
  • Neuron Integrated Gradients
  • Neuron Conductance
  • Neuron DeepLift
  • Neuron DeepLiftShap
  • Neuron GradientShap
  • Neuron Guided Backprop
  • Neuron Deconvolution
  • Neuron Feature Ablation
• Metrics
  • Infidelity
  • Sensitivity
• Robustness
  • FGSM
  • PGD
  • Attack Comparator
  • Min Param Perturbation
• Concept-based Interpretability
  • TCAV
  • ConceptInterpreter
  • Concept
  • Classifier
• Influential Examples
  • DataInfluence
  • SimilarityInfluence
  • TracInCPBase
  • TracInCP
  • TracInCPFast
  • TracInCPFastRandProj
• Module
  • BinaryConcreteStochasticGates
  • GaussianStochasticGates
• Utilities
  • Interpretable Input
  • Visualization
  • Interpretable Embeddings
  • Token Reference Base
  • Linear Models
  • Baselines
• Base Classes
  • Attribution
  • Layer Attribution
  • Neuron Attribution
  • Gradient Attribution
  • Perturbation Attribution

Insights API Reference

• Insights
  • Batch
  • AttributionVisualizer
• Features
  • BaseFeature
  • GeneralFeature
  • TextFeature
  • ImageFeature