plotters

Visualization tools for model explainability.

Provides plotters for creating interactive visualizations of feature importance scores and other model explanation outputs.

Submodules

openstef_models.explainability.plotters.common	Layout helpers for explainability plots.
openstef_models.explainability.plotters.contributions_plotter	Visualizations for per-sample feature contributions (SHAP values).
openstef_models.explainability.plotters.feature_importance_plotter	Interactive treemap visualization for feature importance scores.
openstef_models.explainability.plotters.model_contributions_plotter	Visualizations for ensemble model-level contributions.

Classes

ContributionsPlotter()	Visualizations for per-timestep feature contributions.
FeatureImportancePlotter(**data)	Creates treemap visualizations of feature importance scores.
ModelContributionsPlotter()	Visualize learned per-model weights alongside the ensemble forecast.