Explainability

Tools for explaining and interpreting forecasting model predictions, including SHAP-based explainers and model-specific explainability methods.

SHAP-Based Explainers

• ShapExplainer: SHAP-based explainer for Darts’ SKLearn and Torch Models.

Model-Specific Explainers

• TFTExplainer: Explainer for TFTModel.

• Explainability Result

• SHAP Explainer for SKLearn and Torch Models

• TFTModel Explainer