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ferret

  • User Guide
  • Reference
  • Release notes
  • Demo
  • GitHub
  • User Guide
  • Reference
  • Release notes
  • Demo
  • GitHub

Section Navigation

  • Benchmark
    • ferret.Benchmark
    • ferret.Benchmark.explain
    • ferret.Benchmark.evaluate_explanation
    • ferret.Benchmark.evaluate_explanations
    • ferret.Benchmark.show_table
    • ferret.Benchmark.show_evaluation_table
    • ferret.Benchmark.show_samples_evaluation_table
    • ferret.Benchmark.load_dataset
    • ferret.Benchmark.evaluate_samples
    • ferret.Benchmark.score
  • Explainers
    • ferret.BaseExplainer
    • ferret.GradientExplainer
    • ferret.IntegratedGradientExplainer
    • ferret.SHAPExplainer
    • ferret.LIMEExplainer
  • Evaluators
    • ferret.BaseEvaluator
    • ferret.AOPC_Comprehensiveness_Evaluation
    • ferret.AOPC_Sufficiency_Evaluation
    • ferret.TauLOO_Evaluation
    • ferret.AUPRC_PlausibilityEvaluation
    • ferret.Tokenf1_PlausibilityEvaluation
    • ferret.TokenIOU_PlausibilityEvaluation
  • Datasets
    • ferret.BaseDataset
    • ferret.HateXplainDataset
    • ferret.MovieReviews
    • ferret.SSTDataset
    • ferret.ThermostatDataset
  • Reference

Reference#

This list contains all main classes and methods.

  • Benchmark
    • Constructor
    • Explaining
    • Benchmarking Explanations
    • Visualization
    • Datasets Interface
    • Inference
  • Explainers
    • Abstract Classes
    • Post-Hoc Feature Explainers
  • Evaluators
    • Abstract Classes
    • Evaluation Methods
  • Datasets
    • Abstract Classes
    • Integrated XAI Datasets

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Evaluating Explanations

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Benchmark

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© Copyright 2022, Giuseppe Attanasio.

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