Algorithms

• Local White Box Explainers
  • Contrastive Explainers
  • SHAP Explainers
  • Matching Explainers
• Local Black Box Explainers
  • SHAP Explainers
  • LIME Explainers
  • Nearest Neighbor Contrastive Explainer
  • Grouped Conditional Expectation (GroupedCE) Explainer
• Global White Box Explainers
  • ProfWeight Explainer
• Directly Interpretable Unsupervised Explainers
  • Disentangled Inferred Prior Variational Autoencoder (DIPVAE) Explainer
  • Protodash Explainer
  • CoFrNet Explainer
• Directly Interpretable Supervised Explainers
  • Boolean Rules via Column Generation Explainer
  • Generalized Linear Rule Model Explainer
  • Teaching Explanations for Decisions (TED) Cartesian Product Explainer
  • RIPPER Explainer
  • IMD Explainer
• Time Series based Local Black Box Explainers
  • Time Series Individual Conditional Expectation (TSICE) Explainer
  • Time Series Saliency (TSSaliency) Explainer
  • Time Series Local Interpretable Model-agnostic Explainer (TSLime)