Index

A

active_sample_idx (modeva.data.local_dataset.LocalDataSet property) add_model() (modeva.models.local_model_zoo.LocalModelZoo method)

add_step() (modeva.automation.pipeline.Pipeline method) all_feature_names (modeva.data.local_dataset.LocalDataSet property) all_feature_types (modeva.data.local_dataset.LocalDataSet property)

B

bin_numerical() (modeva.data.local_dataset.LocalDataSet method)

C

calibrate_interval() (modeva.models.fusekernel.api.MoFuseKernelRegressor method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method)

calibrate_proba() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.ModelBaseClassifier method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoScoredClassifier method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoXGBClassifier method) certify_mono() (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) channel_contributions() (modeva.models.fusekernel.api.MoFuseKernelClassifier method) (modeva.models.fusekernel.api.MoFuseKernelRegressor method) clear_mlflow_home() (in module modeva.utils.mlflow) compare_accuracy_table() (modeva.testsuite.local_testsuite.LocalTestSuite method) compare_fairness() (modeva.testsuite.local_testsuite.LocalTestSuite method) compare_reliability() (modeva.testsuite.local_testsuite.LocalTestSuite method) compare_residual_cluster() (modeva.testsuite.local_testsuite.LocalTestSuite method) compare_resilience() (modeva.testsuite.local_testsuite.LocalTestSuite method) compare_robustness() (modeva.testsuite.local_testsuite.LocalTestSuite method) compare_slicing_accuracy() (modeva.testsuite.local_testsuite.LocalTestSuite method) compare_slicing_fairness() (modeva.testsuite.local_testsuite.LocalTestSuite method) compare_slicing_overfit() (modeva.testsuite.local_testsuite.LocalTestSuite method) compare_slicing_reliability() (modeva.testsuite.local_testsuite.LocalTestSuite method) compare_slicing_robustness() (modeva.testsuite.local_testsuite.LocalTestSuite method)

D

data (modeva.data.local_dataset.LocalDataSet property) data_drift_test() (modeva.data.local_dataset.LocalDataSet method) dataset (modeva.models.local_model_zoo.LocalModelZoo property) decision_function() (modeva.models.fusekernel.api.MoFuseKernelClassifier method) (modeva.models.kernel_xgb.api.MoGBDTKernelClassifier method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.ModelBaseClassifier method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoScoredClassifier method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoXGBClassifier method) delete_extra_data() (modeva.data.local_dataset.LocalDataSet method) delete_registed_test() (modeva.testsuite.local_testsuite.LocalTestSuite method)

delete_registered_data() (modeva.data.local_dataset.LocalDataSet method) delete_registered_model() (modeva.models.local_model_zoo.LocalModelZoo method) detect_outlier_cblof() (modeva.data.local_dataset.LocalDataSet method) detect_outlier_isolation_forest() (modeva.data.local_dataset.LocalDataSet method) detect_outlier_pca() (modeva.data.local_dataset.LocalDataSet method) diagnose_accuracy_table() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_fairness() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_mitigate_unfair_binning() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_mitigate_unfair_thresholding() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_reliability() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_residual_analysis() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_residual_cluster() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_residual_interpret() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_resilience() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_robustness() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_slicing_accuracy() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_slicing_fairness() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_slicing_overfit() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_slicing_reliability() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_slicing_robustness() (modeva.testsuite.local_testsuite.LocalTestSuite method) diagnose_weak_clusters() (modeva.models.fusekernel.api.MoFuseKernelClassifier method) (modeva.models.fusekernel.api.MoFuseKernelRegressor method) diagnose_weakness_region() (modeva.testsuite.local_testsuite.LocalTestSuite method) display_test_results() (modeva.testsuite.local_testsuite.LocalTestSuite method)

E

eda_1d() (modeva.data.local_dataset.LocalDataSet method) eda_2d() (modeva.data.local_dataset.LocalDataSet method) eda_3d() (modeva.data.local_dataset.LocalDataSet method) eda_correlation() (modeva.data.local_dataset.LocalDataSet method) eda_pca() (modeva.data.local_dataset.LocalDataSet method) eda_umap() (modeva.data.local_dataset.LocalDataSet method) encode_categorical() (modeva.data.local_dataset.LocalDataSet method) engineer() (modeva.data.feature_engineering.base.FeatureEngineering method) engineer_features() (modeva.data.local_dataset.LocalDataSet method) engineer_one_step() (modeva.data.feature_engineering.base.FeatureEngineering static method) explain_ale() (modeva.testsuite.local_testsuite.LocalTestSuite method) explain_hstatistic() (modeva.testsuite.local_testsuite.LocalTestSuite method) explain_lime() (modeva.testsuite.local_testsuite.LocalTestSuite method) explain_pdp() (modeva.testsuite.local_testsuite.LocalTestSuite method)

explain_pfi() (modeva.testsuite.local_testsuite.LocalTestSuite method) explain_shap() (modeva.testsuite.local_testsuite.LocalTestSuite method) export_report() (modeva.testsuite.local_testsuite.LocalTestSuite method) extra_data (modeva.data.local_dataset.LocalDataSet property) extract_model_info() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method)

F

fe_bivector() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_blade_spectrum() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_density() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_direct_rs() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_grade_ratio() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_kinematics() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_multi_grade_shape() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_phase_encoder() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_rf_proximity() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_shear() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_spectral_proximity() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_wedge_bivector() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) fe_whitening() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) feature_indices (modeva.data.local_dataset.LocalDataSet property) feature_names (modeva.data.local_dataset.LocalDataSet property) feature_names_categorical (modeva.data.local_dataset.LocalDataSet property) feature_names_mixed (modeva.data.local_dataset.LocalDataSet property) feature_names_numerical (modeva.data.local_dataset.LocalDataSet property) feature_select_corr() (modeva.data.local_dataset.LocalDataSet method) feature_select_rcit() (modeva.data.local_dataset.LocalDataSet method) feature_select_xgbpfi() (modeva.data.local_dataset.LocalDataSet method) feature_types (modeva.data.local_dataset.LocalDataSet property) FeatureEngineering (class in modeva.data.feature_engineering.base) FEBivector (class in modeva.data.feature_engineering.bivector) FEBladeSpectrum (class in modeva.data.feature_engineering.row_geometry) FEDensity (class in modeva.data.feature_engineering.row_geometry) FEDirectRS (class in modeva.data.feature_engineering.tree_features) FEGradeRatio (class in modeva.data.feature_engineering.shape)

FEKinematics (class in modeva.data.feature_engineering.kinematics) FEMultiGradeShape (class in modeva.data.feature_engineering.shape) FEPhaseEncoder (class in modeva.data.feature_engineering.phase) FERFProximity (class in modeva.data.feature_engineering.tree_features) FEShear (class in modeva.data.feature_engineering.rotation) FESpectralProximity (class in modeva.data.feature_engineering.tree_features) FEWedgeBivector (class in modeva.data.feature_engineering.bivector) FEWhitening (class in modeva.data.feature_engineering.rotation) fit() (modeva.models.directrs.api.MoDirectRSClassifier method) (modeva.models.directrs.api.MoDirectRSRegressor method) (modeva.models.directrs.icl_moe_api.MoDirectRSICLClassifier method) (modeva.models.directrs.icl_moe_api.MoDirectRSICLRegressor method) (modeva.models.fusekernel.api.MoFuseKernelClassifier method) (modeva.models.fusekernel.api.MoFuseKernelRegressor method) (modeva.models.kernel_xgb.api.MoGBDTKernelClassifier method) (modeva.models.kernel_xgb.api.MoGBDTKernelRegressor method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) fit_cluster() (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method)

G

get_active_feature_idx() (modeva.data.local_dataset.LocalDataSet method) get_active_sample_idx() (modeva.data.local_dataset.LocalDataSet method) get_aggregate_output() (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) get_clarity_loss() (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) get_data() (modeva.data.local_dataset.LocalDataSet method) get_data_info() (in module modeva.testsuite.utils.slicing_utils) get_data_list() (modeva.data.local_dataset.LocalDataSet method) get_dataset() (modeva.testsuite.local_testsuite.LocalTestSuite method) get_extra_data_list() (modeva.data.local_dataset.LocalDataSet method) get_feature_engineer() (modeva.data.local_dataset.LocalDataSet method) get_figure_names() (modeva.utils.results.ValidationResult method) get_interactions() (modeva.testsuite.local_testsuite.LocalTestSuite method) get_main_effects() (modeva.testsuite.local_testsuite.LocalTestSuite method) get_metadata_routing() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) get_mlflow_home() (in module modeva.utils.mlflow) get_model() (modeva.models.local_model_zoo.LocalModelZoo method) (modeva.testsuite.local_testsuite.LocalTestSuite method) get_mono_loss() (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method)

get_params() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) get_pr_weight() (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) get_preprocessor() (modeva.data.local_dataset.LocalDataSet method) get_protected_data() (modeva.data.local_dataset.LocalDataSet method) get_raw_data() (modeva.data.local_dataset.LocalDataSet method) get_raw_output() (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) get_status() (modeva.data.feature_engineering.base.FeatureEngineering method) get_X_y_data() (modeva.data.local_dataset.LocalDataSet method)

I

impute_missing() (modeva.data.local_dataset.LocalDataSet method) inactive_sample_idx (modeva.data.local_dataset.LocalDataSet property) inactive_sample_idx_test (modeva.data.local_dataset.LocalDataSet property) inactive_sample_idx_train (modeva.data.local_dataset.LocalDataSet property) interpret() (modeva.models.fusekernel.api.MoFuseKernelClassifier method) (modeva.models.fusekernel.api.MoFuseKernelRegressor method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method)

interpret_coef() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_effects() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_effects_moe_average() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_ei() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_fi() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_global_tree() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_llm_pc() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_llm_profile() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_llm_summary() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_llm_violin() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_local_ei() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_local_fi() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_local_linear_fi() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_local_moe_weights() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_local_tree() (modeva.testsuite.local_testsuite.LocalTestSuite method) interpret_moe_cluster_analysis() (modeva.testsuite.local_testsuite.LocalTestSuite method) inverse_transform() (modeva.data.local_dataset.LocalDataSet method) is_built_in() (modeva.data.local_dataset.LocalDataSet method) is_splitted() (modeva.data.local_dataset.LocalDataSet method)

L

leaderboard() (modeva.models.local_model_zoo.LocalModelZoo method) list() (modeva.testsuite.local_testsuite.LocalTestSuite class method) list_model_names() (modeva.models.local_model_zoo.LocalModelZoo method) list_registered_data() (modeva.data.local_dataset.LocalDataSet method) list_registered_models() (modeva.models.local_model_zoo.LocalModelZoo method) list_registered_tests() (modeva.testsuite.local_testsuite.LocalTestSuite method) load() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method)

load_csv() (modeva.data.local_dataset.LocalDataSet method) load_dataframe() (modeva.data.local_dataset.LocalDataSet method) load_dataframe_train_test() (modeva.data.local_dataset.LocalDataSet method) load_preprocessing() (modeva.data.local_dataset.LocalDataSet method) load_registered_data() (modeva.data.local_dataset.LocalDataSet method) load_registered_model() (modeva.models.local_model_zoo.LocalModelZoo method) load_registered_test() (modeva.testsuite.local_testsuite.LocalTestSuite method) load_spark() (modeva.data.local_dataset.LocalDataSet method) LocalDataSet (class in modeva.data.local_dataset) LocalModelZoo (class in modeva.models.local_model_zoo) LocalTestSuite (class in modeva.testsuite.local_testsuite)

M

main_idx (modeva.data.local_dataset.LocalDataSet property) meta_info (modeva.data.local_dataset.LocalDataSet property) MoCatBoostClassifier (class in modeva.models) MoCatBoostRegressor (class in modeva.models) MoClassifier (class in modeva.models) MoDecisionTreeClassifier (class in modeva.models) MoDecisionTreeRegressor (class in modeva.models) ModelBaseClassifier (class in modeva.models) ModelBaseRegressor (class in modeva.models) models (modeva.models.local_model_zoo.LocalModelZoo property) ModelTuneGridSearch (class in modeva.models) ModelTuneOptuna (class in modeva.models) ModelTunePSO (class in modeva.models) ModelTuneRandomSearch (class in modeva.models) MoDirectRSClassifier (class in modeva.models.directrs.api) MoDirectRSICLClassifier (class in modeva.models.directrs.icl_moe_api) MoDirectRSICLRegressor (class in modeva.models.directrs.icl_moe_api) MoDirectRSRegressor (class in modeva.models.directrs.api) MoElasticNet (class in modeva.models) MoFuseKernelClassifier (class in modeva.models.fusekernel.api) MoFuseKernelRegressor (class in modeva.models.fusekernel.api) MoGAMINetClassifier (class in modeva.models) MoGAMINetRegressor (class in modeva.models) MoGBDTKernelClassifier (class in modeva.models.kernel_xgb.api)

MoGBDTKernelRegressor (class in modeva.models.kernel_xgb.api) MoGLMTreeBoostClassifier (class in modeva.models) MoGLMTreeBoostRegressor (class in modeva.models) MoGLMTreeClassifier (class in modeva.models) MoGLMTreeRegressor (class in modeva.models) MoGradientBoostingClassifier (class in modeva.models) MoGradientBoostingRegressor (class in modeva.models) MoLGBMClassifier (class in modeva.models) MoLGBMRegressor (class in modeva.models) MoLogisticRegression (class in modeva.models) MoMoEClassifier (class in modeva.models) MoMoERegressor (class in modeva.models) MoNeuralTreeClassifier (class in modeva.models) MoNeuralTreeRegressor (class in modeva.models) MoRandomForestClassifier (class in modeva.models) MoRandomForestRegressor (class in modeva.models) MoRegressor (class in modeva.models) MoReLUDNNClassifier (class in modeva.models) MoReLUDNNRegressor (class in modeva.models) MoScoredClassifier (class in modeva.models) MoScoredRegressor (class in modeva.models) MoSKLearnClassifier (class in modeva.models) MoSKLearnRegressor (class in modeva.models) MoXGBClassifier (class in modeva.models) MoXGBRegressor (class in modeva.models)

N

n_features (modeva.data.local_dataset.LocalDataSet property)

name (modeva.data.local_dataset.LocalDataSet property)

P

Pipeline (class in modeva.automation.pipeline) plot() (modeva.utils.results.ValidationResult method) plot_save() (modeva.utils.results.ValidationResult method) predict() (modeva.models.fusekernel.api.MoFuseKernelClassifier method) (modeva.models.fusekernel.api.MoFuseKernelRegressor method) (modeva.models.kernel_xgb.api.MoGBDTKernelClassifier method) (modeva.models.kernel_xgb.api.MoGBDTKernelRegressor method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) predict_dist() (modeva.models.fusekernel.api.MoFuseKernelRegressor method) predict_effect() (modeva.models.fusekernel.api.MoFuseKernelClassifier method) (modeva.models.fusekernel.api.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) predict_interaction() (modeva.models.fusekernel.api.MoFuseKernelClassifier method) (modeva.models.fusekernel.api.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) predict_interval() (modeva.models.fusekernel.api.MoFuseKernelRegressor method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method)

predict_last_hidden_layer() (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) predict_main_effect() (modeva.models.fusekernel.api.MoFuseKernelClassifier method) (modeva.models.fusekernel.api.MoFuseKernelRegressor method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) predict_proba() (modeva.models.fusekernel.api.MoFuseKernelClassifier method) (modeva.models.kernel_xgb.api.MoGBDTKernelClassifier method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.ModelBaseClassifier method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoScoredClassifier method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoXGBClassifier method) prediction_name (modeva.data.local_dataset.LocalDataSet property) prediction_proba_name (modeva.data.local_dataset.LocalDataSet property) preprocess() (modeva.data.local_dataset.LocalDataSet method) protected_data (modeva.data.local_dataset.LocalDataSet property) protected_extra_data (modeva.data.local_dataset.LocalDataSet property) protected_feature_names (modeva.data.local_dataset.LocalDataSet property)

R

random_state (modeva.data.local_dataset.LocalDataSet property) raw_data (modeva.data.local_dataset.LocalDataSet property) raw_extra_data (modeva.data.local_dataset.LocalDataSet property) raw_test_idx (modeva.data.local_dataset.LocalDataSet property) raw_train_idx (modeva.data.local_dataset.LocalDataSet property) register() (modeva.data.local_dataset.LocalDataSet method) (modeva.models.local_model_zoo.LocalModelZoo method) (modeva.testsuite.local_testsuite.LocalTestSuite method) reset() (modeva.data.feature_engineering.base.FeatureEngineering method) reset_feature_engineering() (modeva.data.local_dataset.LocalDataSet method) reset_preprocess() (modeva.data.local_dataset.LocalDataSet method) run() (modeva.automation.pipeline.Pipeline method) (modeva.data.feature_engineering.bivector.FEBivector method) (modeva.data.feature_engineering.bivector.FEWedgeBivector method) (modeva.data.feature_engineering.kinematics.FEKinematics method) (modeva.data.feature_engineering.phase.FEPhaseEncoder method) (modeva.data.feature_engineering.rotation.FEShear method) (modeva.data.feature_engineering.rotation.FEWhitening method) (modeva.data.feature_engineering.row_geometry.FEBladeSpectrum method) (modeva.data.feature_engineering.row_geometry.FEDensity method) (modeva.data.feature_engineering.shape.FEGradeRatio method) (modeva.data.feature_engineering.shape.FEMultiGradeShape method) (modeva.data.feature_engineering.tree_features.FEDirectRS method) (modeva.data.feature_engineering.tree_features.FERFProximity method) (modeva.data.feature_engineering.tree_features.FESpectralProximity method) (modeva.models.ModelTuneGridSearch method) (modeva.models.ModelTuneOptuna method) (modeva.models.ModelTunePSO method) (modeva.models.ModelTuneRandomSearch method)

S

sample_weight (modeva.data.local_dataset.LocalDataSet property) sample_weight_index (modeva.data.local_dataset.LocalDataSet property) sample_weight_name (modeva.data.local_dataset.LocalDataSet property) save() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.local_dataset.LocalDataSet method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) save_meta_info() (modeva.data.local_dataset.LocalDataSet method) save_preprocessing() (modeva.data.local_dataset.LocalDataSet method) scale_numerical() (modeva.data.local_dataset.LocalDataSet method) score() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) set_active_features() (modeva.data.local_dataset.LocalDataSet method) set_active_samples() (modeva.data.local_dataset.LocalDataSet method) set_dataset() (modeva.testsuite.local_testsuite.LocalTestSuite method) set_decision_function_request() (modeva.models.directrs.api.MoDirectRSClassifier method) (modeva.models.directrs.icl_moe_api.MoDirectRSICLClassifier method) (modeva.models.kernel_xgb.api.MoGBDTKernelClassifier method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.ModelBaseClassifier method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoScoredClassifier method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoXGBClassifier method) set_feature_type() (modeva.data.local_dataset.LocalDataSet method) set_fit_request() (modeva.models.directrs.api.MoDirectRSClassifier method) (modeva.models.directrs.api.MoDirectRSRegressor method) (modeva.models.directrs.icl_moe_api.MoDirectRSICLClassifier method) (modeva.models.directrs.icl_moe_api.MoDirectRSICLRegressor method) (modeva.models.kernel_xgb.api.MoGBDTKernelClassifier method) (modeva.models.kernel_xgb.api.MoGBDTKernelRegressor method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method)

set_inactive_features() (modeva.data.local_dataset.LocalDataSet method) set_inactive_samples() (modeva.data.local_dataset.LocalDataSet method) set_mlflow_home() (in module modeva.utils.mlflow) set_model() (modeva.testsuite.local_testsuite.LocalTestSuite method) set_params() (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.ModelBaseClassifier method) (modeva.models.ModelBaseRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) set_predict_proba_request() (modeva.models.directrs.api.MoDirectRSClassifier method) (modeva.models.directrs.icl_moe_api.MoDirectRSICLClassifier method) (modeva.models.kernel_xgb.api.MoGBDTKernelClassifier method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.ModelBaseClassifier method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoScoredClassifier method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoXGBClassifier method) set_predict_request() (modeva.models.directrs.api.MoDirectRSClassifier method) (modeva.models.directrs.icl_moe_api.MoDirectRSICLClassifier method) (modeva.models.kernel_xgb.api.MoGBDTKernelClassifier method) (modeva.models.kernel_xgb.api.MoGBDTKernelRegressor method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.ModelBaseClassifier method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoScoredClassifier method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoXGBClassifier method) set_prediction() (modeva.data.local_dataset.LocalDataSet method) set_prediction_proba() (modeva.data.local_dataset.LocalDataSet method) set_protected_data() (modeva.data.local_dataset.LocalDataSet method) set_protected_extra_data() (modeva.data.local_dataset.LocalDataSet method) set_random_split() (modeva.data.local_dataset.LocalDataSet method) set_raw_extra_data() (modeva.data.local_dataset.LocalDataSet method) set_sample_weight() (modeva.data.local_dataset.LocalDataSet method) set_score_request() (modeva.models.directrs.api.MoDirectRSClassifier method) (modeva.models.directrs.api.MoDirectRSRegressor method) (modeva.models.directrs.icl_moe_api.MoDirectRSICLClassifier method) (modeva.models.directrs.icl_moe_api.MoDirectRSICLRegressor method) (modeva.models.kernel_xgb.api.MoGBDTKernelClassifier method) (modeva.models.kernel_xgb.api.MoGBDTKernelRegressor method) (modeva.models.MoCatBoostClassifier method) (modeva.models.MoCatBoostRegressor method) (modeva.models.MoClassifier method) (modeva.models.MoDecisionTreeClassifier method) (modeva.models.MoDecisionTreeRegressor method) (modeva.models.MoElasticNet method) (modeva.models.MoGAMINetClassifier method) (modeva.models.MoGAMINetRegressor method) (modeva.models.MoGLMTreeBoostClassifier method) (modeva.models.MoGLMTreeBoostRegressor method) (modeva.models.MoGLMTreeClassifier method) (modeva.models.MoGLMTreeRegressor method) (modeva.models.MoGradientBoostingClassifier method) (modeva.models.MoGradientBoostingRegressor method) (modeva.models.MoLGBMClassifier method) (modeva.models.MoLGBMRegressor method) (modeva.models.MoLogisticRegression method) (modeva.models.MoMoEClassifier method) (modeva.models.MoMoERegressor method) (modeva.models.MoNeuralTreeClassifier method) (modeva.models.MoNeuralTreeRegressor method) (modeva.models.MoRandomForestClassifier method) (modeva.models.MoRandomForestRegressor method) (modeva.models.MoRegressor method) (modeva.models.MoReLUDNNClassifier method) (modeva.models.MoReLUDNNRegressor method) (modeva.models.MoScoredClassifier method) (modeva.models.MoScoredRegressor method) (modeva.models.MoSKLearnClassifier method) (modeva.models.MoSKLearnRegressor method) (modeva.models.MoXGBClassifier method) (modeva.models.MoXGBRegressor method) set_target() (modeva.data.local_dataset.LocalDataSet method) set_task_type() (modeva.data.local_dataset.LocalDataSet method) set_test_idx() (modeva.data.local_dataset.LocalDataSet method) set_train_idx() (modeva.data.local_dataset.LocalDataSet method) shape (modeva.data.local_dataset.LocalDataSet property) subsample_random() (modeva.data.local_dataset.LocalDataSet method) summary() (modeva.data.local_dataset.LocalDataSet method)

T

target_feature_index (modeva.data.local_dataset.LocalDataSet property) target_feature_name (modeva.data.local_dataset.LocalDataSet property) target_feature_type (modeva.data.local_dataset.LocalDataSet property) task_type (modeva.data.local_dataset.LocalDataSet property) test_idx (modeva.data.local_dataset.LocalDataSet property) test_sample_weight (modeva.data.local_dataset.LocalDataSet property) test_x (modeva.data.local_dataset.LocalDataSet property) test_y (modeva.data.local_dataset.LocalDataSet property) to_df() (modeva.data.local_dataset.LocalDataSet method) train() (modeva.models.local_model_zoo.LocalModelZoo method) train_all() (modeva.models.local_model_zoo.LocalModelZoo method) train_idx (modeva.data.local_dataset.LocalDataSet property) train_sample_weight (modeva.data.local_dataset.LocalDataSet property) train_x (modeva.data.local_dataset.LocalDataSet property) train_y (modeva.data.local_dataset.LocalDataSet property)

transform() (modeva.data.feature_engineering.base.FeatureEngineering method) (modeva.data.feature_engineering.bivector.FEBivector method) (modeva.data.feature_engineering.bivector.FEWedgeBivector method) (modeva.data.feature_engineering.kinematics.FEKinematics method) (modeva.data.feature_engineering.phase.FEPhaseEncoder method) (modeva.data.feature_engineering.rotation.FEShear method) (modeva.data.feature_engineering.rotation.FEWhitening method) (modeva.data.feature_engineering.row_geometry.FEBladeSpectrum method) (modeva.data.feature_engineering.row_geometry.FEDensity method) (modeva.data.feature_engineering.shape.FEGradeRatio method) (modeva.data.feature_engineering.shape.FEMultiGradeShape method) (modeva.data.feature_engineering.tree_features.FEDirectRS method) (modeva.data.feature_engineering.tree_features.FERFProximity method) (modeva.data.feature_engineering.tree_features.FESpectralProximity method) (modeva.data.local_dataset.LocalDataSet method) transform_features() (modeva.data.local_dataset.LocalDataSet method)

V

ValidationResult (class in modeva.utils.results)

version (modeva.data.local_dataset.LocalDataSet property)

X

x (modeva.data.local_dataset.LocalDataSet property)

Y

y (modeva.data.local_dataset.LocalDataSet property)