Index _ | A | B | C | D | E | F | G | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y _ __add__() (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.StateSpaceModel method) __call__() (smolgp.gp.ConditionedStates method) __mul__() (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.StateSpaceModel method) __radd__() (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.StateSpaceModel method) __repr__() (smolgp.kernels.dense.IntegratedSHOKernel method) (smolgp.kernels.dense.SHOKernel method) __rmul__() (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.StateSpaceModel method) __version__ (in module smolgp) _calc_kf_predictions() (in module smolgp.solvers.integrated.parallel.kalman) _calc_vS() (in module smolgp.solvers.integrated.parallel.kalman) _combine_per_pair() (in module smolgp.solvers.integrated.parallel.kalman) (in module smolgp.solvers.integrated.parallel.rts) (in module smolgp.solvers.parallel.kalman) (in module smolgp.solvers.parallel.rts) _default_jitter() (in module smolgp.gp) _instid_per_state (smolgp.solvers.integrated.parallel.solver.ParallelIntegratedStateSpaceSolver attribute) (smolgp.solvers.integrated.ParallelIntegratedStateSpaceSolver attribute) (smolgp.solvers.ParallelIntegratedStateSpaceSolver attribute) _log_probability_from_filter() (smolgp.solvers.base.Solver method) (smolgp.solvers.Solver method) _noise_diagonal() (smolgp.GaussianProcess method) (smolgp.gp.GaussianProcess method) _posterior_covariance() (smolgp.GaussianProcess method) (smolgp.gp.GaussianProcess method) _sample() (smolgp.GaussianProcess method) (smolgp.gp.GaussianProcess method) _to_state_order() (smolgp.solvers.base.Solver method) (smolgp.solvers.Solver method) A a (smolgp.kernels.dense.IntegratedSHOKernel attribute) assign_instids() (in module smolgp.helpers) assign_min_instids() (in module smolgp.helpers) assign_num_insts() (in module smolgp.gp) assign_unique_kernel_names() (in module smolgp.gp) B base_model (smolgp.kernels.integrated.IntegratedCosine attribute) (smolgp.kernels.integrated.IntegratedExp attribute) (smolgp.kernels.integrated.IntegratedMatern32 attribute) (smolgp.kernels.integrated.IntegratedMatern52 attribute) (smolgp.kernels.integrated.IntegratedSHO attribute) (smolgp.kernels.IntegratedCosine attribute) (smolgp.kernels.IntegratedExp attribute) (smolgp.kernels.IntegratedMatern32 attribute) (smolgp.kernels.IntegratedMatern52 attribute) (smolgp.kernels.IntegratedSHO attribute) block_view() (in module smolgp.helpers) C condition() (smolgp.GaussianProcess method) (smolgp.gp.GaussianProcess method) (smolgp.solvers.base.Solver method) (smolgp.solvers.parallel.solver.ParallelStateSpaceSolver method) (smolgp.solvers.ParallelStateSpaceSolver method) (smolgp.solvers.Solver method) condition_batched_mean() (smolgp.solvers.integrated.IntegratedStateSpaceSolver method) (smolgp.solvers.integrated.solver.IntegratedStateSpaceSolver method) (smolgp.solvers.IntegratedStateSpaceSolver method) (smolgp.solvers.solver.StateSpaceSolver method) (smolgp.solvers.StateSpaceSolver method) ConditionedStates (class in smolgp.gp) ConditionResult (class in smolgp.gp) Constant (class in smolgp.kernels) (class in smolgp.kernels.base) coord_to_sortable() (smolgp.kernels.base.Product method) (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.base.Sum method) (smolgp.kernels.base.Wrapper method) (smolgp.kernels.Product method) (smolgp.kernels.StateSpaceModel method) (smolgp.kernels.Sum method) (smolgp.kernels.Wrapper method) Cosine (class in smolgp.kernels) (class in smolgp.kernels.base) count_min_instids() (in module smolgp.helpers) cov (smolgp.gp.PredictedStates attribute) covariance (smolgp.GaussianProcess property) (smolgp.gp.GaussianProcess property) D data_order_indices() (in module smolgp.solvers.sample) Delta() (smolgp.kernels.dense.IntegratedSHOKernel method) design_matrix() (smolgp.kernels.base.Constant method) (smolgp.kernels.base.Cosine method) (smolgp.kernels.base.Exp method) (smolgp.kernels.base.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.base.Matern method) (smolgp.kernels.base.Matern32 method) (smolgp.kernels.base.Matern52 method) (smolgp.kernels.base.Product method) (smolgp.kernels.base.SHO method) (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.base.Sum method) (smolgp.kernels.base.Wrapper method) (smolgp.kernels.Constant method) (smolgp.kernels.Cosine method) (smolgp.kernels.Exp method) (smolgp.kernels.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.Matern method) (smolgp.kernels.Matern32 method) (smolgp.kernels.Matern52 method) (smolgp.kernels.Product method) (smolgp.kernels.SHO method) (smolgp.kernels.StateSpaceModel method) (smolgp.kernels.Sum method) (smolgp.kernels.Wrapper method) dimension (smolgp.kernels.base.Matern property) (smolgp.kernels.base.Product property) (smolgp.kernels.base.StateSpaceModel attribute) (smolgp.kernels.base.StateSpaceModel property) (smolgp.kernels.base.Sum property) (smolgp.kernels.base.Wrapper property) (smolgp.kernels.Matern property) (smolgp.kernels.Product property) (smolgp.kernels.StateSpaceModel attribute) (smolgp.kernels.StateSpaceModel property) (smolgp.kernels.Sum property) (smolgp.kernels.Wrapper property) dtype (smolgp.GaussianProcess attribute) (smolgp.gp.GaussianProcess attribute) E error_bound() (smolgp.kernels.base.ExpSineSquared method) (smolgp.kernels.ExpSineSquared method) eta (smolgp.kernels.base.SHO attribute) (smolgp.kernels.dense.IntegratedSHOKernel attribute) (smolgp.kernels.integrated.IntegratedSHO attribute) (smolgp.kernels.IntegratedSHO attribute) (smolgp.kernels.SHO attribute) evaluate() (smolgp.kernels.base.Product method) (smolgp.kernels.base.Scale method) (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.base.Sum method) (smolgp.kernels.dense.IntegratedSHOKernel method) (smolgp.kernels.dense.SHOKernel method) (smolgp.kernels.Product method) (smolgp.kernels.Scale method) (smolgp.kernels.StateSpaceModel method) (smolgp.kernels.Sum method) evaluate_diag() (smolgp.kernels.base.Product method) (smolgp.kernels.base.Scale method) (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.base.Sum method) (smolgp.kernels.Product method) (smolgp.kernels.Scale method) (smolgp.kernels.StateSpaceModel method) (smolgp.kernels.Sum method) Exp (class in smolgp.kernels) (class in smolgp.kernels.base) ExpSineSquared (class in smolgp.kernels) (class in smolgp.kernels.base) ExpSineSquared.PeriodicTerm (class in smolgp.kernels) (class in smolgp.kernels.base) extract_all_components() (in module smolgp.kernels.base) extract_leaf_kernels() (in module smolgp.kernels.base) (in module smolgp.kernels.dense) F filtered_cov (smolgp.gp.ConditionedStates attribute) filtered_mean (smolgp.gp.ConditionedStates attribute) full_single_integral() (smolgp.kernels.dense.IntegratedSHOKernel method) G gamma (smolgp.kernels.base.ExpSineSquared attribute) (smolgp.kernels.base.Quasiperiodic attribute) (smolgp.kernels.ExpSineSquared attribute) (smolgp.kernels.Quasiperiodic attribute) GaussianProcess (class in smolgp) (class in smolgp.gp) get_all_component_means() (smolgp.GaussianProcess method) (smolgp.gp.GaussianProcess method) get_all_components() (smolgp.gp.PredictedStates method) get_component() (smolgp.gp.PredictedStates method) get_component_mean() (smolgp.GaussianProcess method) (smolgp.gp.GaussianProcess method) gp (smolgp.gp.ConditionResult attribute) I I0() (smolgp.kernels.dense.IntegratedSHOKernel method) I1() (smolgp.kernels.dense.IntegratedSHOKernel method) I2() (smolgp.kernels.dense.IntegratedSHOKernel method) Ij() (smolgp.kernels.base.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.ExpSineSquared.PeriodicTerm method) instantaneous() (smolgp.solvers.state_coords.StateCoords class method) instid (smolgp.gp.ConditionedStates attribute) (smolgp.solvers.state_coords.StateCoords attribute), [1] instid_per_state() (smolgp.solvers.state_coords.StateCoords method) integrated_kalman_filter() (in module smolgp.solvers.integrated.kalman) integrated_kalman_filter_batched_mean() (in module smolgp.solvers.integrated.kalman) integrated_kalman_gains() (in module smolgp.solvers.integrated.kalman) integrated_overlap() (smolgp.kernels.dense.IntegratedSHOKernel method) integrated_process_noise() (smolgp.kernels.integrated.IntegratedSHO method) (smolgp.kernels.IntegratedSHO method) integrated_rts_gains() (in module smolgp.solvers.integrated.rts) integrated_rts_smoother() (in module smolgp.solvers.integrated.rts) integrated_rts_smoother_batched_mean() (in module smolgp.solvers.integrated.rts) integrated_separate() (smolgp.kernels.dense.IntegratedSHOKernel method) integrated_single() (smolgp.kernels.dense.IntegratedSHOKernel method) integrated_transition_matrix() (smolgp.kernels.integrated.IntegratedSHO method) (smolgp.kernels.IntegratedSHO method) IntegratedCosine (class in smolgp.kernels) (class in smolgp.kernels.integrated) IntegratedExp (class in smolgp.kernels) (class in smolgp.kernels.integrated) IntegratedKalmanFilter() (in module smolgp.solvers.integrated.kalman) IntegratedMatern32 (class in smolgp.kernels) (class in smolgp.kernels.integrated) IntegratedMatern52 (class in smolgp.kernels) (class in smolgp.kernels.integrated) IntegratedRTSSmoother() (in module smolgp.solvers.integrated.rts) IntegratedSHO (class in smolgp.kernels) (class in smolgp.kernels.integrated) IntegratedSHOKernel (class in smolgp.kernels.dense) IntegratedStateSpaceSolver (class in smolgp.solvers) (class in smolgp.solvers.integrated) (class in smolgp.solvers.integrated.solver) K Kalman() (smolgp.solvers.base.Solver method) (smolgp.solvers.integrated.IntegratedStateSpaceSolver method) (smolgp.solvers.integrated.parallel.solver.ParallelIntegratedStateSpaceSolver method) (smolgp.solvers.integrated.ParallelIntegratedStateSpaceSolver method) (smolgp.solvers.integrated.solver.IntegratedStateSpaceSolver method) (smolgp.solvers.IntegratedStateSpaceSolver method) (smolgp.solvers.parallel.solver.ParallelStateSpaceSolver method) (smolgp.solvers.ParallelIntegratedStateSpaceSolver method) (smolgp.solvers.ParallelStateSpaceSolver method) (smolgp.solvers.Solver method) (smolgp.solvers.solver.StateSpaceSolver method) (smolgp.solvers.StateSpaceSolver method) kalman_filter() (in module smolgp.solvers.kalman) kalman_filter_batched_mean() (in module smolgp.solvers.kalman) kalman_gain() (in module smolgp.helpers) kalman_gains() (in module smolgp.solvers.kalman) kalman_loglike() (in module smolgp.solvers.kalman) KalmanFilter() (in module smolgp.solvers.kalman) KalmanLoglike() (in module smolgp.solvers.kalman) kernel (smolgp.GaussianProcess attribute) (smolgp.gp.GaussianProcess attribute) (smolgp.gp.PredictedStates attribute) (smolgp.kernels.base.ExpSineSquared attribute) (smolgp.kernels.base.Quasiperiodic attribute) (smolgp.kernels.base.Scale attribute) (smolgp.kernels.base.Wrapper attribute) (smolgp.kernels.ExpSineSquared attribute) (smolgp.kernels.Quasiperiodic attribute) (smolgp.kernels.Scale attribute) (smolgp.kernels.Wrapper attribute) (smolgp.solvers.base.Solver attribute), [1] (smolgp.solvers.integrated.IntegratedStateSpaceSolver attribute) (smolgp.solvers.integrated.solver.IntegratedStateSpaceSolver attribute) (smolgp.solvers.IntegratedStateSpaceSolver attribute) (smolgp.solvers.Solver attribute), [1] (smolgp.solvers.solver.StateSpaceSolver attribute), [1] (smolgp.solvers.StateSpaceSolver attribute), [1] kernel1 (smolgp.kernels.base.Product attribute) (smolgp.kernels.base.Sum attribute) (smolgp.kernels.Product attribute) (smolgp.kernels.Sum attribute) kernel2 (smolgp.kernels.base.Product attribute) (smolgp.kernels.base.Sum attribute) (smolgp.kernels.Product attribute) (smolgp.kernels.Sum attribute) L lam (smolgp.kernels.base.Exp attribute) (smolgp.kernels.base.Matern attribute) (smolgp.kernels.base.Matern32 attribute) (smolgp.kernels.base.Matern52 attribute) (smolgp.kernels.Exp attribute) (smolgp.kernels.integrated.IntegratedExp attribute) (smolgp.kernels.integrated.IntegratedMatern32 attribute) (smolgp.kernels.integrated.IntegratedMatern52 attribute) (smolgp.kernels.IntegratedExp attribute) (smolgp.kernels.IntegratedMatern32 attribute) (smolgp.kernels.IntegratedMatern52 attribute) (smolgp.kernels.Matern attribute) (smolgp.kernels.Matern32 attribute) (smolgp.kernels.Matern52 attribute) latent_process() (smolgp.kernels.dense.IntegratedSHOKernel method) loc (smolgp.GaussianProcess property) (smolgp.gp.GaussianProcess property) (smolgp.gp.PredictedStates property) log_prob_from_v_S() (in module smolgp.solvers.base) log_probability (smolgp.gp.ConditionResult attribute) log_probability() (smolgp.GaussianProcess method) (smolgp.gp.GaussianProcess method) (smolgp.solvers.base.Solver method) (smolgp.solvers.integrated.parallel.solver.ParallelIntegratedStateSpaceSolver method) (smolgp.solvers.integrated.ParallelIntegratedStateSpaceSolver method) (smolgp.solvers.parallel.solver.ParallelStateSpaceSolver method) (smolgp.solvers.ParallelIntegratedStateSpaceSolver method) (smolgp.solvers.ParallelStateSpaceSolver method) (smolgp.solvers.Solver method) (smolgp.solvers.solver.StateSpaceSolver method) (smolgp.solvers.StateSpaceSolver method) M make_associative_params() (in module smolgp.solvers.integrated.parallel.kalman) (in module smolgp.solvers.integrated.parallel.rts) (in module smolgp.solvers.parallel.kalman) (in module smolgp.solvers.parallel.rts) Matern (class in smolgp.kernels) (class in smolgp.kernels.base) Matern32 (class in smolgp.kernels) (class in smolgp.kernels.base) Matern52 (class in smolgp.kernels) (class in smolgp.kernels.base) mean (smolgp.GaussianProcess attribute) (smolgp.gp.GaussianProcess attribute) (smolgp.gp.PredictedStates attribute) mean_function (smolgp.GaussianProcess attribute) (smolgp.gp.GaussianProcess attribute) merge_exposure_test_coords() (in module smolgp.solvers.sample) merge_test_coords() (in module smolgp.solvers.sample) module smolgp smolgp.gp smolgp.helpers smolgp.kernels smolgp.kernels.base smolgp.kernels.dense smolgp.kernels.integrated smolgp.solvers smolgp.solvers.base smolgp.solvers.integrated smolgp.solvers.integrated.kalman smolgp.solvers.integrated.parallel smolgp.solvers.integrated.parallel.kalman smolgp.solvers.integrated.parallel.rts smolgp.solvers.integrated.parallel.solver smolgp.solvers.integrated.predict_exposure smolgp.solvers.integrated.rts smolgp.solvers.integrated.solver smolgp.solvers.kalman smolgp.solvers.parallel smolgp.solvers.parallel.kalman smolgp.solvers.parallel.rts smolgp.solvers.parallel.solver smolgp.solvers.rts smolgp.solvers.sample smolgp.solvers.solver smolgp.solvers.state_coords N name (smolgp.kernels.base.Constant attribute) (smolgp.kernels.base.Cosine attribute) (smolgp.kernels.base.Exp attribute) (smolgp.kernels.base.ExpSineSquared attribute) (smolgp.kernels.base.ExpSineSquared.PeriodicTerm attribute) (smolgp.kernels.base.Matern attribute) (smolgp.kernels.base.Matern32 attribute) (smolgp.kernels.base.Matern52 attribute) (smolgp.kernels.base.Product attribute) (smolgp.kernels.base.Quasiperiodic attribute) (smolgp.kernels.base.Scale attribute) (smolgp.kernels.base.SHO attribute) (smolgp.kernels.base.StateSpaceModel attribute), [1] (smolgp.kernels.base.Sum attribute) (smolgp.kernels.Constant attribute) (smolgp.kernels.Cosine attribute) (smolgp.kernels.Exp attribute) (smolgp.kernels.ExpSineSquared attribute) (smolgp.kernels.ExpSineSquared.PeriodicTerm attribute) (smolgp.kernels.integrated.IntegratedCosine attribute) (smolgp.kernels.integrated.IntegratedExp attribute) (smolgp.kernels.integrated.IntegratedMatern32 attribute) (smolgp.kernels.integrated.IntegratedMatern52 attribute) (smolgp.kernels.integrated.IntegratedSHO attribute) (smolgp.kernels.IntegratedCosine attribute) (smolgp.kernels.IntegratedExp attribute) (smolgp.kernels.IntegratedMatern32 attribute) (smolgp.kernels.IntegratedMatern52 attribute) (smolgp.kernels.IntegratedSHO attribute) (smolgp.kernels.Matern attribute) (smolgp.kernels.Matern32 attribute) (smolgp.kernels.Matern52 attribute) (smolgp.kernels.Product attribute) (smolgp.kernels.Quasiperiodic attribute) (smolgp.kernels.Scale attribute) (smolgp.kernels.SHO attribute) (smolgp.kernels.StateSpaceModel attribute), [1] (smolgp.kernels.Sum attribute) noise (smolgp.GaussianProcess attribute) (smolgp.gp.GaussianProcess attribute) (smolgp.solvers.base.Solver attribute), [1] (smolgp.solvers.integrated.IntegratedStateSpaceSolver attribute) (smolgp.solvers.integrated.solver.IntegratedStateSpaceSolver attribute) (smolgp.solvers.IntegratedStateSpaceSolver attribute) (smolgp.solvers.Solver attribute), [1] (smolgp.solvers.solver.StateSpaceSolver attribute), [1] (smolgp.solvers.StateSpaceSolver attribute), [1] noise() (smolgp.kernels.base.Constant method) (smolgp.kernels.base.Cosine method) (smolgp.kernels.base.Exp method) (smolgp.kernels.base.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.base.Matern method) (smolgp.kernels.base.Matern32 method) (smolgp.kernels.base.Matern52 method) (smolgp.kernels.base.Product method) (smolgp.kernels.base.Scale method) (smolgp.kernels.base.SHO method) (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.base.Sum method) (smolgp.kernels.base.Wrapper method) (smolgp.kernels.Constant method) (smolgp.kernels.Cosine method) (smolgp.kernels.Exp method) (smolgp.kernels.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.Matern method) (smolgp.kernels.Matern32 method) (smolgp.kernels.Matern52 method) (smolgp.kernels.Product method) (smolgp.kernels.Scale method) (smolgp.kernels.SHO method) (smolgp.kernels.StateSpaceModel method) (smolgp.kernels.Sum method) (smolgp.kernels.Wrapper method) noise_effect_matrix() (smolgp.kernels.base.Constant method) (smolgp.kernels.base.Cosine method) (smolgp.kernels.base.Exp method) (smolgp.kernels.base.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.base.Matern method) (smolgp.kernels.base.Matern32 method) (smolgp.kernels.base.Matern52 method) (smolgp.kernels.base.Product method) (smolgp.kernels.base.SHO method) (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.base.Sum method) (smolgp.kernels.base.Wrapper method) (smolgp.kernels.Constant method) (smolgp.kernels.Cosine method) (smolgp.kernels.Exp method) (smolgp.kernels.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.Matern method) (smolgp.kernels.Matern32 method) (smolgp.kernels.Matern52 method) (smolgp.kernels.Product method) (smolgp.kernels.SHO method) (smolgp.kernels.StateSpaceModel method) (smolgp.kernels.Sum method) (smolgp.kernels.Wrapper method) nu (smolgp.kernels.base.Matern attribute) (smolgp.kernels.Matern attribute) num_data (smolgp.GaussianProcess attribute) (smolgp.gp.GaussianProcess attribute) num_insts (smolgp.kernels.integrated.IntegratedCosine attribute) (smolgp.kernels.integrated.IntegratedExp attribute) (smolgp.kernels.integrated.IntegratedMatern32 attribute) (smolgp.kernels.integrated.IntegratedMatern52 attribute) (smolgp.kernels.integrated.IntegratedSHO attribute) (smolgp.kernels.IntegratedCosine attribute) (smolgp.kernels.IntegratedExp attribute) (smolgp.kernels.IntegratedMatern32 attribute) (smolgp.kernels.IntegratedMatern52 attribute) (smolgp.kernels.IntegratedSHO attribute) num_obs (smolgp.solvers.state_coords.StateCoords property) num_states (smolgp.solvers.state_coords.StateCoords property) numpyro_dist() (smolgp.GaussianProcess method) (smolgp.gp.GaussianProcess method) O observation_matrix() (smolgp.kernels.base.Constant method) (smolgp.kernels.base.Cosine method) (smolgp.kernels.base.Exp method) (smolgp.kernels.base.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.base.Matern method) (smolgp.kernels.base.Matern32 method) (smolgp.kernels.base.Matern52 method) (smolgp.kernels.base.Product method) (smolgp.kernels.base.SHO method) (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.base.Sum method) (smolgp.kernels.base.Wrapper method) (smolgp.kernels.Constant method) (smolgp.kernels.Cosine method) (smolgp.kernels.Exp method) (smolgp.kernels.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.Matern method) (smolgp.kernels.Matern32 method) (smolgp.kernels.Matern52 method) (smolgp.kernels.Product method) (smolgp.kernels.SHO method) (smolgp.kernels.StateSpaceModel method) (smolgp.kernels.Sum method) (smolgp.kernels.Wrapper method) observation_model() (smolgp.kernels.base.Product method) (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.base.Sum method) (smolgp.kernels.Product method) (smolgp.kernels.StateSpaceModel method) (smolgp.kernels.Sum method) obsid (smolgp.gp.ConditionedStates attribute) (smolgp.solvers.state_coords.StateCoords attribute), [1] omega (smolgp.kernels.base.Cosine attribute) (smolgp.kernels.base.ExpSineSquared attribute) (smolgp.kernels.base.ExpSineSquared.PeriodicTerm attribute) (smolgp.kernels.base.SHO attribute) (smolgp.kernels.Cosine attribute) (smolgp.kernels.ExpSineSquared attribute) (smolgp.kernels.ExpSineSquared.PeriodicTerm attribute) (smolgp.kernels.integrated.IntegratedCosine attribute) (smolgp.kernels.integrated.IntegratedSHO attribute) (smolgp.kernels.IntegratedCosine attribute) (smolgp.kernels.IntegratedSHO attribute) (smolgp.kernels.SHO attribute) order (smolgp.kernels.base.ExpSineSquared attribute) (smolgp.kernels.base.ExpSineSquared.PeriodicTerm attribute) (smolgp.kernels.ExpSineSquared attribute) (smolgp.kernels.ExpSineSquared.PeriodicTerm attribute) P parallel_integrated_kalman_filter() (in module smolgp.solvers.integrated.parallel.kalman) parallel_integrated_rts_smoother() (in module smolgp.solvers.integrated.parallel.rts) parallel_kalman_filter() (in module smolgp.solvers.parallel.kalman) parallel_rts_smoother() (in module smolgp.solvers.parallel.rts) ParallelIntegratedKalmanFilter() (in module smolgp.solvers.integrated.parallel.kalman) ParallelIntegratedRTSSmoother() (in module smolgp.solvers.integrated.parallel.rts) ParallelIntegratedStateSpaceSolver (class in smolgp.solvers) (class in smolgp.solvers.integrated) (class in smolgp.solvers.integrated.parallel.solver) ParallelKalmanFilter() (in module smolgp.solvers.parallel.kalman) ParallelRTSSmoother() (in module smolgp.solvers.parallel.rts) ParallelStateSpaceSolver (class in smolgp.solvers) (class in smolgp.solvers.parallel.solver) period (smolgp.kernels.base.ExpSineSquared attribute) (smolgp.kernels.base.Quasiperiodic attribute) (smolgp.kernels.ExpSineSquared attribute) (smolgp.kernels.Quasiperiodic attribute) Phibar_from_VanLoan() (in module smolgp.helpers) postprocess() (in module smolgp.solvers.integrated.parallel.kalman) (in module smolgp.solvers.parallel.kalman) predict() (smolgp.GaussianProcess method) (smolgp.gp.GaussianProcess method) (smolgp.solvers.base.Solver method) (smolgp.solvers.integrated.IntegratedStateSpaceSolver method) (smolgp.solvers.integrated.solver.IntegratedStateSpaceSolver method) (smolgp.solvers.IntegratedStateSpaceSolver method) (smolgp.solvers.Solver method) (smolgp.solvers.solver.StateSpaceSolver method) (smolgp.solvers.StateSpaceSolver method) predict_exposure() (in module smolgp.solvers.integrated.predict_exposure) predicted_cov (smolgp.gp.ConditionedStates attribute) predicted_mean (smolgp.gp.ConditionedStates attribute) PredictedStates (class in smolgp.gp) process_noise() (smolgp.kernels.base.Constant method) (smolgp.kernels.base.Cosine method) (smolgp.kernels.base.Exp method) (smolgp.kernels.base.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.base.Matern32 method) (smolgp.kernels.base.Matern52 method) (smolgp.kernels.base.Product method) (smolgp.kernels.base.SHO method) (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.base.Sum method) (smolgp.kernels.base.Wrapper method) (smolgp.kernels.Constant method) (smolgp.kernels.Cosine method) (smolgp.kernels.Exp method) (smolgp.kernels.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.Matern32 method) (smolgp.kernels.Matern52 method) (smolgp.kernels.Product method) (smolgp.kernels.SHO method) (smolgp.kernels.StateSpaceModel method) (smolgp.kernels.Sum method) (smolgp.kernels.Wrapper method) Product (class in smolgp.kernels) (class in smolgp.kernels.base) project_at_data() (smolgp.gp.ConditionedStates method) project_exposure_test_points() (in module smolgp.solvers.sample) project_mean() (smolgp.gp.PredictedStates method) project_trajectory_at_data() (in module smolgp.solvers.sample) project_trajectory_at_positions() (in module smolgp.solvers.sample) project_variance() (smolgp.gp.PredictedStates method) psd() (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.StateSpaceModel method) Q Q (smolgp.kernels.dense.IntegratedSHOKernel attribute) (smolgp.kernels.dense.SHOKernel attribute) Q_from_VanLoan() (in module smolgp.helpers) quality (smolgp.kernels.base.SHO attribute) (smolgp.kernels.integrated.IntegratedSHO attribute) (smolgp.kernels.IntegratedSHO attribute) (smolgp.kernels.SHO attribute) Quasiperiodic (class in smolgp.kernels) (class in smolgp.kernels.base) R reset_matrix() (smolgp.kernels.base.Product method) (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.base.Sum method) (smolgp.kernels.base.Wrapper method) (smolgp.kernels.Product method) (smolgp.kernels.StateSpaceModel method) (smolgp.kernels.Sum method) (smolgp.kernels.Wrapper method) rho (smolgp.kernels.dense.IntegratedSHOKernel attribute) (smolgp.kernels.dense.SHOKernel attribute) robust_sqrt() (in module smolgp.helpers) RTS() (smolgp.solvers.base.Solver method) (smolgp.solvers.integrated.IntegratedStateSpaceSolver method) (smolgp.solvers.integrated.parallel.solver.ParallelIntegratedStateSpaceSolver method) (smolgp.solvers.integrated.ParallelIntegratedStateSpaceSolver method) (smolgp.solvers.integrated.solver.IntegratedStateSpaceSolver method) (smolgp.solvers.IntegratedStateSpaceSolver method) (smolgp.solvers.parallel.solver.ParallelStateSpaceSolver method) (smolgp.solvers.ParallelIntegratedStateSpaceSolver method) (smolgp.solvers.ParallelStateSpaceSolver method) (smolgp.solvers.Solver method) (smolgp.solvers.solver.StateSpaceSolver method) (smolgp.solvers.StateSpaceSolver method) rts_gains() (in module smolgp.solvers.rts) rts_smoother() (in module smolgp.solvers.rts) rts_smoother_batched_mean() (in module smolgp.solvers.rts) RTSSmoother() (in module smolgp.solvers.rts) S S (smolgp.kernels.dense.IntegratedSHOKernel attribute) (smolgp.kernels.dense.SHOKernel attribute) sample() (smolgp.GaussianProcess method) (smolgp.gp.GaussianProcess method) sample_prior_trajectory() (in module smolgp.solvers.sample) Scale (class in smolgp.kernels) (class in smolgp.kernels.base) scale (smolgp.kernels.base.Cosine attribute) (smolgp.kernels.base.Exp attribute) (smolgp.kernels.base.ExpSineSquared attribute) (smolgp.kernels.base.ExpSineSquared.PeriodicTerm attribute) (smolgp.kernels.base.Matern attribute) (smolgp.kernels.base.Matern32 attribute) (smolgp.kernels.base.Matern52 attribute) (smolgp.kernels.base.Quasiperiodic attribute) (smolgp.kernels.base.Scale attribute) (smolgp.kernels.Cosine attribute) (smolgp.kernels.Exp attribute) (smolgp.kernels.ExpSineSquared attribute) (smolgp.kernels.ExpSineSquared.PeriodicTerm attribute) (smolgp.kernels.integrated.IntegratedCosine attribute) (smolgp.kernels.integrated.IntegratedExp attribute) (smolgp.kernels.integrated.IntegratedMatern32 attribute) (smolgp.kernels.integrated.IntegratedMatern52 attribute) (smolgp.kernels.IntegratedCosine attribute) (smolgp.kernels.IntegratedExp attribute) (smolgp.kernels.IntegratedMatern32 attribute) (smolgp.kernels.IntegratedMatern52 attribute) (smolgp.kernels.Matern attribute) (smolgp.kernels.Matern32 attribute) (smolgp.kernels.Matern52 attribute) (smolgp.kernels.Quasiperiodic attribute) (smolgp.kernels.Scale attribute) SHO (class in smolgp.kernels) (class in smolgp.kernels.base) SHOKernel (class in smolgp.kernels.dense) sig (smolgp.kernels.dense.IntegratedSHOKernel attribute) (smolgp.kernels.dense.SHOKernel attribute) sigma (smolgp.kernels.base.Constant attribute) (smolgp.kernels.base.Cosine attribute) (smolgp.kernels.base.Exp attribute) (smolgp.kernels.base.ExpSineSquared attribute) (smolgp.kernels.base.Matern attribute) (smolgp.kernels.base.Matern32 attribute) (smolgp.kernels.base.Matern52 attribute) (smolgp.kernels.base.Quasiperiodic attribute) (smolgp.kernels.base.SHO attribute) (smolgp.kernels.Constant attribute) (smolgp.kernels.Cosine attribute) (smolgp.kernels.Exp attribute) (smolgp.kernels.ExpSineSquared attribute) (smolgp.kernels.integrated.IntegratedCosine attribute) (smolgp.kernels.integrated.IntegratedExp attribute) (smolgp.kernels.integrated.IntegratedMatern32 attribute) (smolgp.kernels.integrated.IntegratedMatern52 attribute) (smolgp.kernels.integrated.IntegratedSHO attribute) (smolgp.kernels.IntegratedCosine attribute) (smolgp.kernels.IntegratedExp attribute) (smolgp.kernels.IntegratedMatern32 attribute) (smolgp.kernels.IntegratedMatern52 attribute) (smolgp.kernels.IntegratedSHO attribute) (smolgp.kernels.Matern attribute) (smolgp.kernels.Matern32 attribute) (smolgp.kernels.Matern52 attribute) (smolgp.kernels.Quasiperiodic attribute) (smolgp.kernels.SHO attribute) smolgp module smolgp.gp module smolgp.helpers module smolgp.kernels module smolgp.kernels.base module smolgp.kernels.dense module smolgp.kernels.integrated module smolgp.solvers module smolgp.solvers.base module smolgp.solvers.integrated module smolgp.solvers.integrated.kalman module smolgp.solvers.integrated.parallel module smolgp.solvers.integrated.parallel.kalman module smolgp.solvers.integrated.parallel.rts module smolgp.solvers.integrated.parallel.solver module smolgp.solvers.integrated.predict_exposure module smolgp.solvers.integrated.rts module smolgp.solvers.integrated.solver module smolgp.solvers.kalman module smolgp.solvers.parallel module smolgp.solvers.parallel.kalman module smolgp.solvers.parallel.rts module smolgp.solvers.parallel.solver module smolgp.solvers.rts module smolgp.solvers.sample module smolgp.solvers.solver module smolgp.solvers.state_coords module smoothed_cov (smolgp.gp.ConditionedStates attribute) smoothed_mean (smolgp.gp.ConditionedStates attribute) smoothing_gain() (in module smolgp.helpers) smoothing_gains() (smolgp.solvers.base.Solver method) (smolgp.solvers.integrated.IntegratedStateSpaceSolver method) (smolgp.solvers.integrated.solver.IntegratedStateSpaceSolver method) (smolgp.solvers.IntegratedStateSpaceSolver method) (smolgp.solvers.Solver method) (smolgp.solvers.solver.StateSpaceSolver method) (smolgp.solvers.StateSpaceSolver method) Solver (class in smolgp.solvers) (class in smolgp.solvers.base) solver (smolgp.GaussianProcess attribute) (smolgp.gp.GaussianProcess attribute) state_coords (smolgp.GaussianProcess property) (smolgp.gp.GaussianProcess property) (smolgp.solvers.base.Solver attribute), [1] (smolgp.solvers.integrated.IntegratedStateSpaceSolver attribute) (smolgp.solvers.integrated.solver.IntegratedStateSpaceSolver attribute) (smolgp.solvers.IntegratedStateSpaceSolver attribute) (smolgp.solvers.Solver attribute), [1] (smolgp.solvers.solver.StateSpaceSolver attribute), [1] (smolgp.solvers.StateSpaceSolver attribute), [1] StateCoords (class in smolgp.solvers.state_coords) stateid (smolgp.gp.ConditionedStates attribute) (smolgp.solvers.state_coords.StateCoords attribute), [1] states (smolgp.GaussianProcess attribute) (smolgp.gp.GaussianProcess attribute) StateSpaceModel (class in smolgp.kernels) (class in smolgp.kernels.base) StateSpaceSolver (class in smolgp.solvers) (class in smolgp.solvers.solver) stationary_covariance() (smolgp.kernels.base.Constant method) (smolgp.kernels.base.Cosine method) (smolgp.kernels.base.Exp method) (smolgp.kernels.base.ExpSineSquared method) (smolgp.kernels.base.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.base.Matern method) (smolgp.kernels.base.Matern32 method) (smolgp.kernels.base.Matern52 method) (smolgp.kernels.base.Product method) (smolgp.kernels.base.Scale method) (smolgp.kernels.base.SHO method) (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.base.Sum method) (smolgp.kernels.base.Wrapper method) (smolgp.kernels.Constant method) (smolgp.kernels.Cosine method) (smolgp.kernels.Exp method) (smolgp.kernels.ExpSineSquared method) (smolgp.kernels.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.Matern method) (smolgp.kernels.Matern32 method) (smolgp.kernels.Matern52 method) (smolgp.kernels.Product method) (smolgp.kernels.Scale method) (smolgp.kernels.SHO method) (smolgp.kernels.StateSpaceModel method) (smolgp.kernels.Sum method) (smolgp.kernels.Wrapper method) Sum (class in smolgp.kernels) (class in smolgp.kernels.base) T t_states (smolgp.gp.ConditionedStates attribute) (smolgp.gp.PredictedStates attribute) (smolgp.solvers.base.Solver property) (smolgp.solvers.Solver property) (smolgp.solvers.state_coords.StateCoords attribute), [1] tau (smolgp.kernels.dense.IntegratedSHOKernel attribute) (smolgp.kernels.dense.SHOKernel attribute) transition_matrix() (smolgp.kernels.base.Constant method) (smolgp.kernels.base.Cosine method) (smolgp.kernels.base.Exp method) (smolgp.kernels.base.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.base.Matern32 method) (smolgp.kernels.base.Matern52 method) (smolgp.kernels.base.Product method) (smolgp.kernels.base.SHO method) (smolgp.kernels.base.StateSpaceModel method) (smolgp.kernels.base.Sum method) (smolgp.kernels.base.Wrapper method) (smolgp.kernels.Constant method) (smolgp.kernels.Cosine method) (smolgp.kernels.Exp method) (smolgp.kernels.ExpSineSquared.PeriodicTerm method) (smolgp.kernels.Matern32 method) (smolgp.kernels.Matern52 method) (smolgp.kernels.Product method) (smolgp.kernels.SHO method) (smolgp.kernels.StateSpaceModel method) (smolgp.kernels.Sum method) (smolgp.kernels.Wrapper method) transition_sequence() (in module smolgp.helpers) U unpack_coordinates() (in module smolgp.kernels.dense) V VanLoan() (in module smolgp.helpers) var (smolgp.GaussianProcess attribute) (smolgp.gp.GaussianProcess attribute) variance (smolgp.GaussianProcess property) (smolgp.gp.GaussianProcess property) (smolgp.gp.PredictedStates property) W w (smolgp.kernels.dense.IntegratedSHOKernel attribute) (smolgp.kernels.dense.SHOKernel attribute) Wrapper (class in smolgp.kernels) (class in smolgp.kernels.base) X X (smolgp.GaussianProcess attribute) (smolgp.gp.ConditionedStates attribute) (smolgp.gp.GaussianProcess attribute) (smolgp.solvers.base.Solver attribute), [1] (smolgp.solvers.integrated.IntegratedStateSpaceSolver attribute) (smolgp.solvers.integrated.solver.IntegratedStateSpaceSolver attribute) (smolgp.solvers.IntegratedStateSpaceSolver attribute) (smolgp.solvers.Solver attribute), [1] (smolgp.solvers.solver.StateSpaceSolver attribute), [1] (smolgp.solvers.StateSpaceSolver attribute), [1] Y y (smolgp.gp.ConditionedStates attribute)
