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ShapBPT
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ShapBPT

Getting started

  • Installation
  • Quick start
  • Defining the masking function

User guide

  • Explainer
    • Theory and intuition
    • Creating an explainer
    • Parameters
    • Computing explanations
    • Selected arguments

Examples

  • Notebooks
    • ShapBPT on ImageNet dataset and using resnet50 model
    • Shap-BPT v/s Shap-AA on ImagNet dataset using ResNet50 model
    • Generate the interactive GIF pictures of the recursive splitting of the BPT/AA structure of an input image
    • Minimal examples
    • Experiments repository

Additional pages

  • Plotting explanations

API reference

  • API reference

Development

  • Repository map
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ExplainerΒΆ

This section covers the ShapBPT explainer workflow, from intuition to parameters, computation, and visualization.

  • Theory and intuition
  • Creating an explainer
  • Parameters
  • Computing explanations
  • Selected arguments
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Theory and intuition
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Defining the masking function
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