Feature Effects ----------------- Methods for understanding how individual features affect model predictions. Accumulated Local Effects (ALE) ================================= .. toctree:: :glob: :maxdepth: 1 notebooks/04_ale Partial Dependence (PD) ========================= .. toctree:: :glob: :maxdepth: 1 notebooks/05_partial_dependence Individual Conditional Expectations (ICE) ========================================== .. toctree:: :glob: :maxdepth: 1 notebooks/06_ice_curves 2D Feature Effects ==================== .. toctree:: :glob: :maxdepth: 1 notebooks/07_2d_effects