Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y _ __call__() (geossm.data_preparation.DesignMatricesBuilder method) (geossm.ssm.StateSpaceModel method) (geossm.stmodel.LRStateSpaceModel method) __getstate__() (geossm.ssm.StateSpaceModel method) (geossm.stmodel.LRStateSpaceModel method) __post_init__() (geossm.data_preparation.DesignMatrices method) __repr__() (geossm.data_preparation.DesignMatrices method) __setstate__() (geossm.ssm.StateSpaceModel method) (geossm.stmodel.LRStateSpaceModel method) __str__() (geossm.data_preparation.DesignMatrices method) (geossm.ssm.StateSpaceModel method) (geossm.stmodel.LRStateSpaceModel method) A A (geossm.stmodel.ModelParams attribute) aic (geossm.stmodel.LRStateSpaceResults property) angles (geossm.covmodel.FEMSolver property) areas (geossm.covmodel.FEMSolver property) as_dict() (geossm.ssm.StateSpaceResults method) (geossm.stmodel.LRStateSpaceResults method) (geossm.stmodel.ModelParams method) astype() (geossm.data_preparation.DesignMatrices method) B b (geossm.data_preparation.DesignMatrices attribute) (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) back_transform() (geossm.stmodel.LRStateSpaceResults method) backend (geossm.ssm.StateSpaceModel property) (geossm.ssm.StateSpaceResults property) (geossm.stmodel.LRStateSpaceModel property) (geossm.stmodel.LRStateSpaceResults property) beta (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) (geossm.stmodel.ModelParams attribute) bic (geossm.stmodel.LRStateSpaceResults property) block_diag_3D() (in module geossm.utils) boundary_vertex (geossm.covmodel.FEMSolver property) box (geossm.covmodel.FEMSolver property) (geossm.data_preparation.DesignMatrices attribute) bse (geossm.stmodel.LRStateSpaceResults property) (geossm.stmodel.Param attribute) bse_vector (geossm.stmodel.LRStateSpaceResults property) build() (geossm.data_preparation.DesignMatricesBuilder method) build_predict() (geossm.data_preparation.DesignMatricesBuilder method) buildMesh2d() (in module geossm.covmodel) buildMesh2d_density() (in module geossm.covmodel) buildMesh2d_new() (in module geossm.covmodel) buildMeshGrid2d() (in module geossm.covmodel) C check_regular_timestamps() (in module geossm.data_preparation) compute_aic() (geossm.stmodel.LRStateSpaceResults method) compute_angles() (geossm.covmodel.FEMSolver method) compute_area() (geossm.covmodel.FEMSolver method) compute_bic() (geossm.stmodel.LRStateSpaceResults method) compute_cov_params() (geossm.stmodel.LRStateSpaceResults method) compute_stats() (geossm.covmodel.FEMSolver method) computeExpectedValues() (geossm.ssm.StateSpaceModel method) (geossm.stmodel.LRStateSpaceModel method) conf_int() (geossm.stmodel.LRStateSpaceResults method) conf_int_state() (geossm.ssm.StateSpaceResults method) (geossm.stmodel.LRStateSpaceResults method) conf_int_y() (geossm.ssm.StateSpaceResults method) (geossm.stmodel.LRStateSpaceResults method) copy() (geossm.stmodel.ModelParams method) cov_function (geossm.stmodel.LRStateSpaceModel property) coverage_probability() (geossm.ssm.StateSpaceResults method) (geossm.stmodel.LRStateSpaceResults method) covers_domain() (geossm.covmodel.FEMSolver method) (geossm.covmodel.spdeAppoxCov method) crs (geossm.data_preparation.DesignMatrices attribute) D delta (geossm.data_preparation.DesignMatrices attribute) DesignMatrices (class in geossm.data_preparation) DesignMatricesBuilder (class in geossm.data_preparation) df_resid (geossm.stmodel.LRStateSpaceResults property) diagnostics() (geossm.ssm.StateSpaceResults method) (geossm.stmodel.LRStateSpaceResults method) distance() (geossm.covmodel.FEMSolver method) (geossm.covmodel.spdeAppoxCov method) domain (geossm.covmodel.FEMSolver property) (geossm.covmodel.spdeAppoxCov property) (geossm.stmodel.LRStateSpaceModel property) domain_hull (geossm.covmodel.FEMSolver property) (geossm.covmodel.spdeAppoxCov property) (geossm.stmodel.LRStateSpaceModel property) dtype (geossm.data_preparation.DesignMatrices attribute) (geossm.ssm.StateSpaceResults property) (geossm.stmodel.LRStateSpaceResults property) E effective_dofs (geossm.covmodel.FEMSolver property) elements (geossm.covmodel.FEMSolver property) emp_range (geossm.covmodel.spdeAppoxCov property) estimate() (geossm.ssm.StateSpaceModel method) (geossm.stmodel.LRStateSpaceModel method) F F (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) f (geossm.stmodel.ModelParams attribute) fem_solver (geossm.covmodel.spdeAppoxCov property) FEMSolver (class in geossm.covmodel) fespace (geossm.covmodel.FEMSolver property) fespace_order (geossm.covmodel.FEMSolver property) filter() (geossm.ssm.StateSpaceModel method) (geossm.stmodel.LRStateSpaceModel method) fit() (geossm.stmodel.LRStateSpaceModel method) FitOptions (class in geossm.stmodel) fixed (geossm.stmodel.Param attribute) format_info_table() (geossm.stmodel.LRStateSpaceModel method) formula (geossm.data_preparation.DesignMatrices attribute) free_params() (geossm.stmodel.ModelParams method) freeze() (geossm.stmodel.Param method) G generate_summary() (geossm.covmodel.FEMSolver method) (geossm.covmodel.spdeAppoxCov method) (geossm.data_preparation.DesignMatrices method) (geossm.ssm.StateSpaceModel method) (geossm.ssm.StateSpaceResults method) (geossm.stmodel.LRStateSpaceModel method) (geossm.stmodel.LRStateSpaceResults method) geometry (geossm.data_preparation.DesignMatrices attribute) geometry_id (geossm.data_preparation.DesignMatrices attribute) geoshape (geossm.covmodel.FEMSolver property) get_distance() (geossm.covmodel.FEMSolver method) getBasis() (geossm.covmodel.FEMSolver method) getBoundaryEdge (geossm.covmodel.FEMSolver property) getHardware() (in module geossm.utils) GetVSize (geossm.covmodel.FEMSolver property) H H (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) I inner (geossm.covmodel.FEMSolver property) inner_points (geossm.covmodel.FEMSolver property) isinner() (geossm.covmodel.FEMSolver method) isnan (geossm.data_preparation.DesignMatrices property) K K (geossm.ssm.StateSpaceResults attribute) KeyStream (class in geossm.utils) ks (geossm.stmodel.ModelParams attribute) L list_datasets() (in module geossm.datasets) llf (geossm.ssm.StateSpaceResults attribute) load_dataset() (in module geossm.datasets) logger() (geossm.stmodel.LRStateSpaceModel method) LRStateSpaceModel (class in geossm.stmodel) LRStateSpaceResults (class in geossm.stmodel) M mass (geossm.covmodel.FEMSolver property) max_iter (geossm.stmodel.FitOptions attribute) mesh (geossm.covmodel.FEMSolver property) meshIO (geossm.covmodel.spdeAppoxCov property) model (geossm.ssm.StateSpaceResults attribute) ModelParams (class in geossm.stmodel) mse() (geossm.ssm.StateSpaceResults method) (geossm.stmodel.LRStateSpaceResults method) N N (geossm.data_preparation.DesignMatrices attribute) n_inner_points (geossm.covmodel.FEMSolver property) n_obs (geossm.data_preparation.DesignMatrices property) n_outer_points (geossm.covmodel.FEMSolver property) n_params (geossm.stmodel.LRStateSpaceResults property) n_totpoints (geossm.covmodel.FEMSolver property) name (geossm.stmodel.Param attribute) nan_ratio (geossm.data_preparation.DesignMatrices property) nbEdges (geossm.covmodel.FEMSolver property) nbElements (geossm.covmodel.FEMSolver property) ndofs (geossm.covmodel.FEMSolver property) nelements (geossm.covmodel.FEMSolver property) next() (geossm.utils.KeyStream method) nvertex (geossm.covmodel.FEMSolver property) O order (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) outer_points (geossm.covmodel.FEMSolver property) P p (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) P_pred_smoothed (geossm.ssm.StateSpaceResults attribute) Param (class in geossm.stmodel) params (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) params_dim (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) params_names (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) plot_mesh() (geossm.covmodel.FEMSolver method) points (geossm.data_preparation.DesignMatrices attribute) precision() (geossm.covmodel.spdeAppoxCov method) predict() (geossm.ssm.StateSpaceModel method) (geossm.stmodel.LRStateSpaceModel method) (geossm.stmodel.LRStateSpaceResults method) print_info() (geossm.covmodel.FEMSolver method) (geossm.covmodel.spdeAppoxCov method) (geossm.data_preparation.DesignMatricesBuilder static method) (geossm.stmodel.LRStateSpaceModel method) pvalues (geossm.stmodel.LRStateSpaceResults property) Q Q (geossm.ssm.StateSpaceModel property) q (geossm.ssm.StateSpaceModel property) Q (geossm.stmodel.LRStateSpaceModel property) q (geossm.stmodel.LRStateSpaceModel property) R R (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) residuals (geossm.ssm.StateSpaceResults property) (geossm.stmodel.LRStateSpaceResults property) residuals_list (geossm.stmodel.LRStateSpaceResults property) rmse() (geossm.ssm.StateSpaceResults method) (geossm.stmodel.LRStateSpaceResults method) S s2e (geossm.stmodel.ModelParams attribute) set() (geossm.ssm.StateSpaceModel method) (geossm.stmodel.LRStateSpaceModel method) (geossm.stmodel.Param method) setup() (geossm.covmodel.spdeAppoxCov method) (geossm.stmodel.LRStateSpaceModel method) shape (geossm.covmodel.FEMSolver property) (geossm.data_preparation.DesignMatrices property) (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) (geossm.stmodel.ModelParams property) (geossm.stmodel.Param property) Sigma0 (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) (geossm.stmodel.ModelParams attribute) sigma2k (geossm.covmodel.spdeAppoxCov property) Sigma_y_hat (geossm.ssm.StateSpaceResults attribute) sim() (geossm.ssm.StateSpaceModel method) (geossm.stmodel.LRStateSpaceModel method) size (geossm.stmodel.ModelParams property) (geossm.stmodel.Param property) smoother() (geossm.ssm.StateSpaceModel method) (geossm.stmodel.LRStateSpaceModel method) spdeAppoxCov (class in geossm.covmodel) StateSpaceModel (class in geossm.ssm) StateSpaceResults (class in geossm.ssm) stiff (geossm.covmodel.FEMSolver property) summarize_ssm_variances() (geossm.ssm.StateSpaceModel method) (geossm.stmodel.LRStateSpaceModel method) summary() (geossm.covmodel.FEMSolver method) (geossm.covmodel.spdeAppoxCov method) (geossm.data_preparation.DesignMatrices method) (geossm.ssm.StateSpaceModel method) (geossm.ssm.StateSpaceResults method) (geossm.stmodel.LRStateSpaceModel method) (geossm.stmodel.LRStateSpaceResults method) T T (geossm.data_preparation.DesignMatrices attribute) (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) terms (geossm.data_preparation.DesignMatrices attribute) theta_hat (geossm.stmodel.LRStateSpaceResults property) time_col_name (geossm.data_preparation.DesignMatrices attribute) timestamps (geossm.data_preparation.DesignMatrices attribute) to_geo() (geossm.stmodel.LRStateSpaceResults method) to_numpy() (geossm.ssm.StateSpaceResults method) (geossm.stmodel.LRStateSpaceResults method) tol_relat (geossm.stmodel.FitOptions attribute) totpoints (geossm.covmodel.FEMSolver property) tree_flatten() (geossm.stmodel.ModelParams method) (geossm.stmodel.Param method) tree_unflatten() (geossm.stmodel.ModelParams class method) (geossm.stmodel.Param class method) tvalues (geossm.stmodel.LRStateSpaceResults property) type (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) U unfreeze() (geossm.stmodel.Param method) unit (geossm.data_preparation.DesignMatrices attribute) update() (geossm.ssm.StateSpaceResults method) (geossm.stmodel.LRStateSpaceResults method) V value (geossm.stmodel.Param attribute) verbose (geossm.stmodel.FitOptions attribute) vertex (geossm.covmodel.FEMSolver property) W write() (in module geossm.utils) X X (geossm.data_preparation.DesignMatrices attribute) x0 (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) (geossm.stmodel.ModelParams attribute) X_design_info (geossm.data_preparation.DesignMatrices attribute) x_exprs (geossm.data_preparation.DesignMatrices attribute) x_names (geossm.data_preparation.DesignMatrices attribute) Xbeta (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) xbeta_names (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) Y y (geossm.data_preparation.DesignMatrices attribute) y_design_info (geossm.data_preparation.DesignMatrices attribute) y_expr (geossm.data_preparation.DesignMatrices attribute) y_hat (geossm.ssm.StateSpaceResults attribute) y_name (geossm.data_preparation.DesignMatrices attribute) y_obs (geossm.ssm.StateSpaceResults attribute) y_t (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property) yname (geossm.ssm.StateSpaceModel property) (geossm.stmodel.LRStateSpaceModel property)