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ferret

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

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  • 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
  • Explainers

Explainers#

Abstract Classes#

BaseExplainer(model, tokenizer[, model_helper])

Post-Hoc Feature Explainers#

GradientExplainer(model, tokenizer[, ...])

IntegratedGradientExplainer(model, tokenizer)

SHAPExplainer(model, tokenizer[, ...])

LIMEExplainer(model, tokenizer[, model_helper])

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  • Abstract Classes
  • Post-Hoc Feature Explainers
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