Index A | B | C | D | E | F | G | H | I | L | M | N | P | R | S | T | X | Z A AdaptiveBaselineSHAPExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.ABSHAP) add_module() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) apply() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) AttnSHAPExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.AttnSHAP) B BaseExplainer (class in shap_enhanced) (class in shap_enhanced.base_explainer) bfloat16() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) BShapExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.BSHAP) buffers() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) C calculate_kpis() (shap_enhanced.tools.Comparison method) (shap_enhanced.tools.comparison.Comparison method) call_super_init (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder attribute) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder attribute) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper attribute) (shap_enhanced.explainers.RLSHAP.MaskingPolicy attribute) (shap_enhanced.tools.predefined_models.RealisticLSTM attribute) (shap_enhanced.tools.predefined_models.TabularMLP attribute) (shap_enhanced.tools.RealisticLSTM attribute) (shap_enhanced.tools.TabularMLP attribute) children() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) CoalitionAwareSHAPExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.CASHAP) Comparison (class in shap_enhanced.tools) (class in shap_enhanced.tools.comparison) compile() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) compute_shapley_gt_seq() (in module shap_enhanced.tools) (in module shap_enhanced.tools.evaluation) compute_shapley_gt_tabular() (in module shap_enhanced.tools) (in module shap_enhanced.tools.evaluation) ContextualMaskingSHAPExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.CMSHAP) Conv1dDecoder (class in shap_enhanced.explainers.LatentSHAP) Conv1dEncoder (class in shap_enhanced.explainers.LatentSHAP) cpu() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) cuda() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) D double() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) dump_patches (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder attribute) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder attribute) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper attribute) (shap_enhanced.explainers.RLSHAP.MaskingPolicy attribute) (shap_enhanced.tools.predefined_models.RealisticLSTM attribute) (shap_enhanced.tools.predefined_models.TabularMLP attribute) (shap_enhanced.tools.RealisticLSTM attribute) (shap_enhanced.tools.TabularMLP attribute) E EmpiricalConditionalSHAPExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.ECSHAP) EnsembleSHAPWithNoise (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.ESSHAP) ensure_shap_input() (in module shap_enhanced.explainers.SurroSHAP) ERSHAPExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.ERSHAP) eval() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) expected_value (shap_enhanced.base_explainer.BaseExplainer property) (shap_enhanced.BaseExplainer property) (shap_enhanced.explainers.ABSHAP.AdaptiveBaselineSHAPExplainer property) (shap_enhanced.explainers.AdaptiveBaselineSHAPExplainer property) (shap_enhanced.explainers.AttnSHAP.AttnSHAPExplainer property) (shap_enhanced.explainers.AttnSHAPExplainer property) (shap_enhanced.explainers.BSHAP.BShapExplainer property) (shap_enhanced.explainers.BShapExplainer property) (shap_enhanced.explainers.CASHAP.CoalitionAwareSHAPExplainer property) (shap_enhanced.explainers.CMSHAP.ContextualMaskingSHAPExplainer property) (shap_enhanced.explainers.CoalitionAwareSHAPExplainer property) (shap_enhanced.explainers.ContextualMaskingSHAPExplainer property) (shap_enhanced.explainers.ECSHAP.EmpiricalConditionalSHAPExplainer property) (shap_enhanced.explainers.EmpiricalConditionalSHAPExplainer property) (shap_enhanced.explainers.EnsembleSHAPWithNoise property) (shap_enhanced.explainers.ERSHAP.ERSHAPExplainer property) (shap_enhanced.explainers.ERSHAPExplainer property) (shap_enhanced.explainers.ESSHAP.EnsembleSHAPWithNoise property) (shap_enhanced.explainers.hSHAP.HShapExplainer property) (shap_enhanced.explainers.HShapExplainer property) (shap_enhanced.explainers.LatentSHAP.LatentSHAPExplainer property) (shap_enhanced.explainers.LatentSHAPExplainer property) (shap_enhanced.explainers.MBSHAP.NearestNeighborMultiBaselineSHAP property) (shap_enhanced.explainers.NearestNeighborMultiBaselineSHAP property) (shap_enhanced.explainers.RLSHAP.RLShapExplainer property) (shap_enhanced.explainers.RLShapExplainer property) (shap_enhanced.explainers.SCSHAP.SparseCoalitionSHAPExplainer property) (shap_enhanced.explainers.SparseCoalitionSHAPExplainer property) (shap_enhanced.explainers.SPSHAP.SupportPreservingSHAPExplainer property) (shap_enhanced.explainers.SupportPreservingSHAPExplainer property) (shap_enhanced.explainers.SurrogateSHAPExplainer property) (shap_enhanced.explainers.SurroSHAP.SurrogateSHAPExplainer property) (shap_enhanced.explainers.TimeSHAP.TimeSHAPExplainer property) (shap_enhanced.explainers.TimeSHAPExplainer property) explain() (shap_enhanced.base_explainer.BaseExplainer method) (shap_enhanced.BaseExplainer method) (shap_enhanced.explainers.ABSHAP.AdaptiveBaselineSHAPExplainer method) (shap_enhanced.explainers.AdaptiveBaselineSHAPExplainer method) (shap_enhanced.explainers.AttnSHAP.AttnSHAPExplainer method) (shap_enhanced.explainers.AttnSHAPExplainer method) (shap_enhanced.explainers.BSHAP.BShapExplainer method) (shap_enhanced.explainers.BShapExplainer method) (shap_enhanced.explainers.CASHAP.CoalitionAwareSHAPExplainer method) (shap_enhanced.explainers.CMSHAP.ContextualMaskingSHAPExplainer method) (shap_enhanced.explainers.CoalitionAwareSHAPExplainer method) (shap_enhanced.explainers.ContextualMaskingSHAPExplainer method) (shap_enhanced.explainers.ECSHAP.EmpiricalConditionalSHAPExplainer method) (shap_enhanced.explainers.EmpiricalConditionalSHAPExplainer method) (shap_enhanced.explainers.EnsembleSHAPWithNoise method) (shap_enhanced.explainers.ERSHAP.ERSHAPExplainer method) (shap_enhanced.explainers.ERSHAPExplainer method) (shap_enhanced.explainers.ESSHAP.EnsembleSHAPWithNoise method) (shap_enhanced.explainers.hSHAP.HShapExplainer method) (shap_enhanced.explainers.HShapExplainer method) (shap_enhanced.explainers.LatentSHAP.LatentSHAPExplainer method) (shap_enhanced.explainers.LatentSHAPExplainer method) (shap_enhanced.explainers.MBSHAP.NearestNeighborMultiBaselineSHAP method) (shap_enhanced.explainers.NearestNeighborMultiBaselineSHAP method) (shap_enhanced.explainers.RLSHAP.RLShapExplainer method) (shap_enhanced.explainers.RLShapExplainer method) (shap_enhanced.explainers.SCSHAP.SparseCoalitionSHAPExplainer method) (shap_enhanced.explainers.SparseCoalitionSHAPExplainer method) (shap_enhanced.explainers.SPSHAP.SupportPreservingSHAPExplainer method) (shap_enhanced.explainers.SupportPreservingSHAPExplainer method) (shap_enhanced.explainers.SurrogateSHAPExplainer method) (shap_enhanced.explainers.SurroSHAP.SurrogateSHAPExplainer method) (shap_enhanced.explainers.TimeSHAP.TimeSHAPExplainer method) (shap_enhanced.explainers.TimeSHAPExplainer method) extra_repr() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) F float() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) forward() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) G generate_hierarchical_groups() (in module shap_enhanced.explainers.hSHAP) generate_synthetic_seqregression() (in module shap_enhanced.tools) (in module shap_enhanced.tools.datasets) generate_synthetic_tabular() (in module shap_enhanced.tools) (in module shap_enhanced.tools.datasets) get_buffer() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) get_extra_state() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) get_parameter() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) get_submodule() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) gumbel_sample() (shap_enhanced.explainers.RLSHAP.RLShapExplainer method) (shap_enhanced.explainers.RLShapExplainer method) H half() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) HShapExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.hSHAP) I ipu() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) L LatentModelWrapper (class in shap_enhanced.explainers.LatentSHAP) LatentSHAPExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.LatentSHAP) load_state_dict() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) M make_shap_explainer() (in module shap_enhanced.explainers.LatentSHAP) MaskingPolicy (class in shap_enhanced.explainers.RLSHAP) module shap_enhanced shap_enhanced.base_explainer shap_enhanced.explainers shap_enhanced.explainers.ABSHAP shap_enhanced.explainers.AttnSHAP shap_enhanced.explainers.BSHAP shap_enhanced.explainers.CASHAP shap_enhanced.explainers.CMSHAP shap_enhanced.explainers.ECSHAP shap_enhanced.explainers.ERSHAP shap_enhanced.explainers.ESSHAP shap_enhanced.explainers.hSHAP shap_enhanced.explainers.LatentSHAP shap_enhanced.explainers.MBSHAP shap_enhanced.explainers.RLSHAP shap_enhanced.explainers.SCSHAP shap_enhanced.explainers.SPSHAP shap_enhanced.explainers.SurroSHAP shap_enhanced.explainers.TimeSHAP shap_enhanced.tools shap_enhanced.tools.comparison shap_enhanced.tools.datasets shap_enhanced.tools.evaluation shap_enhanced.tools.predefined_models shap_enhanced.tools.timer shap_enhanced.tools.visulization modules() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) mtia() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) N named_buffers() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) named_children() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) named_modules() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) named_parameters() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) NearestNeighborMultiBaselineSHAP (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.MBSHAP) P parameters() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) plot_3d_bars() (in module shap_enhanced.tools) (in module shap_enhanced.tools.visulization) plot_3d_surface() (in module shap_enhanced.tools) (in module shap_enhanced.tools.visulization) plot_feature_comparison() (in module shap_enhanced.tools) (in module shap_enhanced.tools.visulization) plot_mse_pearson() (in module shap_enhanced.tools) (in module shap_enhanced.tools.visulization) R RealisticLSTM (class in shap_enhanced.tools) (class in shap_enhanced.tools.predefined_models) register_backward_hook() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) register_buffer() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) register_forward_hook() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) register_forward_pre_hook() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) register_full_backward_hook() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) register_full_backward_pre_hook() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) register_load_state_dict_post_hook() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) register_load_state_dict_pre_hook() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) register_module() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) register_parameter() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) register_state_dict_post_hook() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) register_state_dict_pre_hook() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) requires_grad_() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) RLShapExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.RLSHAP) S set_extra_state() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) set_submodule() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) shap_enhanced module shap_enhanced.base_explainer module shap_enhanced.explainers module shap_enhanced.explainers.ABSHAP module shap_enhanced.explainers.AttnSHAP module shap_enhanced.explainers.BSHAP module shap_enhanced.explainers.CASHAP module shap_enhanced.explainers.CMSHAP module shap_enhanced.explainers.ECSHAP module shap_enhanced.explainers.ERSHAP module shap_enhanced.explainers.ESSHAP module shap_enhanced.explainers.hSHAP module shap_enhanced.explainers.LatentSHAP module shap_enhanced.explainers.MBSHAP module shap_enhanced.explainers.RLSHAP module shap_enhanced.explainers.SCSHAP module shap_enhanced.explainers.SPSHAP module shap_enhanced.explainers.SurroSHAP module shap_enhanced.explainers.TimeSHAP module shap_enhanced.tools module shap_enhanced.tools.comparison module shap_enhanced.tools.datasets module shap_enhanced.tools.evaluation module shap_enhanced.tools.predefined_models module shap_enhanced.tools.timer module shap_enhanced.tools.visulization module shap_values() (shap_enhanced.base_explainer.BaseExplainer method) (shap_enhanced.BaseExplainer method) (shap_enhanced.explainers.ABSHAP.AdaptiveBaselineSHAPExplainer method) (shap_enhanced.explainers.AdaptiveBaselineSHAPExplainer method) (shap_enhanced.explainers.AttnSHAP.AttnSHAPExplainer method) (shap_enhanced.explainers.AttnSHAPExplainer method) (shap_enhanced.explainers.BSHAP.BShapExplainer method) (shap_enhanced.explainers.BShapExplainer method) (shap_enhanced.explainers.CASHAP.CoalitionAwareSHAPExplainer method) (shap_enhanced.explainers.CMSHAP.ContextualMaskingSHAPExplainer method) (shap_enhanced.explainers.CoalitionAwareSHAPExplainer method) (shap_enhanced.explainers.ContextualMaskingSHAPExplainer method) (shap_enhanced.explainers.ECSHAP.EmpiricalConditionalSHAPExplainer method) (shap_enhanced.explainers.EmpiricalConditionalSHAPExplainer method) (shap_enhanced.explainers.EnsembleSHAPWithNoise method) (shap_enhanced.explainers.ERSHAP.ERSHAPExplainer method) (shap_enhanced.explainers.ERSHAPExplainer method) (shap_enhanced.explainers.ESSHAP.EnsembleSHAPWithNoise method) (shap_enhanced.explainers.hSHAP.HShapExplainer method) (shap_enhanced.explainers.HShapExplainer method) (shap_enhanced.explainers.LatentSHAP.LatentSHAPExplainer method) (shap_enhanced.explainers.LatentSHAPExplainer method) (shap_enhanced.explainers.MBSHAP.NearestNeighborMultiBaselineSHAP method) (shap_enhanced.explainers.NearestNeighborMultiBaselineSHAP method) (shap_enhanced.explainers.RLSHAP.RLShapExplainer method) (shap_enhanced.explainers.RLShapExplainer method) (shap_enhanced.explainers.SCSHAP.SparseCoalitionSHAPExplainer method) (shap_enhanced.explainers.SparseCoalitionSHAPExplainer method) (shap_enhanced.explainers.SPSHAP.SupportPreservingSHAPExplainer method) (shap_enhanced.explainers.SupportPreservingSHAPExplainer method) (shap_enhanced.explainers.SurrogateSHAPExplainer method) (shap_enhanced.explainers.SurroSHAP.SurrogateSHAPExplainer method) (shap_enhanced.explainers.TimeSHAP.TimeSHAPExplainer method) (shap_enhanced.explainers.TimeSHAPExplainer method) shap_values_with_nsamples() (in module shap_enhanced.explainers.SurroSHAP) share_memory() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) SparseCoalitionSHAPExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.SCSHAP) state_dict() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) SupportPreservingSHAPExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.SPSHAP) SurrogateSHAPExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.SurroSHAP) T T_destination (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder attribute) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder attribute) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper attribute) (shap_enhanced.explainers.RLSHAP.MaskingPolicy attribute) (shap_enhanced.tools.predefined_models.RealisticLSTM attribute) (shap_enhanced.tools.predefined_models.TabularMLP attribute) (shap_enhanced.tools.RealisticLSTM attribute) (shap_enhanced.tools.TabularMLP attribute) TabularMLP (class in shap_enhanced.tools) (class in shap_enhanced.tools.predefined_models) Timer (class in shap_enhanced.tools) (class in shap_enhanced.tools.timer) TimeSHAPExplainer (class in shap_enhanced.explainers) (class in shap_enhanced.explainers.TimeSHAP) to() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) to_empty() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) train() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) train_conv1d_autoencoder() (in module shap_enhanced.explainers.LatentSHAP) train_policy() (shap_enhanced.explainers.RLSHAP.RLShapExplainer method) (shap_enhanced.explainers.RLShapExplainer method) training (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder attribute) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder attribute) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper attribute) (shap_enhanced.explainers.RLSHAP.MaskingPolicy attribute) (shap_enhanced.tools.predefined_models.RealisticLSTM attribute) (shap_enhanced.tools.predefined_models.TabularMLP attribute) (shap_enhanced.tools.RealisticLSTM attribute) (shap_enhanced.tools.TabularMLP attribute) type() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) X xpu() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method) Z zero_grad() (shap_enhanced.explainers.LatentSHAP.Conv1dDecoder method) (shap_enhanced.explainers.LatentSHAP.Conv1dEncoder method) (shap_enhanced.explainers.LatentSHAP.LatentModelWrapper method) (shap_enhanced.explainers.RLSHAP.MaskingPolicy method) (shap_enhanced.tools.predefined_models.RealisticLSTM method) (shap_enhanced.tools.predefined_models.TabularMLP method) (shap_enhanced.tools.RealisticLSTM method) (shap_enhanced.tools.TabularMLP method)