Index

_

__annotations__ (deepSI.system_data.System_data attribute) (deepSI.system_data.System_data_list attribute) __getitem__() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method), [1] (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method), [1] __init__() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.fit_systems.IO_autoencoder method) (deepSI.fit_systems.Sklearn_io method) (deepSI.fit_systems.Sklearn_io_linear method) (deepSI.fit_systems.SS_encoder method) (deepSI.fit_systems.SS_encoder_CNN_video method) (deepSI.fit_systems.SS_encoder_deriv_general method) (deepSI.fit_systems.SS_encoder_general method) (deepSI.fit_systems.SS_encoder_general_hf method) (deepSI.fit_systems.SS_encoder_general_koopman method) (deepSI.fit_systems.SS_encoder_innovation method) (deepSI.fit_systems.SS_encoder_shotgun_MLP method) (deepSI.fit_systems.SS_linear method) (deepSI.fit_systems.SS_linear_CT method) (deepSI.fit_systems.SS_par_start method) (deepSI.fit_systems.Torch_io method) (deepSI.fit_systems.Torch_io_siso method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) (deepSI.system_data.System_data_norm method) (deepSI.systems.Ball_in_box method) (deepSI.systems.Ball_in_box_video method) (deepSI.systems.Bouc_wen method) (deepSI.systems.Cascaded_tanks_continuous method) (deepSI.systems.Coupled_electric_drive method) (deepSI.systems.Double_bath method) (deepSI.systems.Double_potential_well method) (deepSI.systems.Double_potential_well_video method) (deepSI.systems.Dynamic_nonlin_sysid_book method) (deepSI.systems.Hammerstein_sysid_book method) (deepSI.systems.Lorenz_attractor method) (deepSI.systems.NarendraLiBenchmark method) (deepSI.systems.NDE_squared_sysid_book method) (deepSI.systems.Nonlin_drag method) (deepSI.systems.Nonlin_io_example_2 method) (deepSI.systems.Nonlin_io_normals method) (deepSI.systems.Nonlinear_rlc method) (deepSI.systems.Pendulum method) (deepSI.systems.System method) (deepSI.systems.System_deriv method) (deepSI.systems.System_gym method) (deepSI.systems.System_io method) (deepSI.systems.System_ss method) (deepSI.systems.Test_ss_linear1 method) (deepSI.systems.Test_ss_linear2 method) (deepSI.systems.Van_der_pol_oscillator method) (deepSI.systems.Wiener2_sysid_book method) (deepSI.systems.Wiener_sysid_book method) __len__() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) __module__ (deepSI.datasets.sista_database.System_data attribute) (deepSI.datasets.sista_database.System_data_list attribute) (deepSI.fit_systems.IO_autoencoder attribute) (deepSI.fit_systems.Sklearn_io attribute) (deepSI.fit_systems.Sklearn_io_linear attribute) (deepSI.fit_systems.SS_encoder attribute) (deepSI.fit_systems.SS_encoder_CNN_video attribute) (deepSI.fit_systems.SS_encoder_deriv_general attribute) (deepSI.fit_systems.SS_encoder_general attribute) (deepSI.fit_systems.SS_encoder_general_hf attribute) (deepSI.fit_systems.SS_encoder_general_koopman attribute) (deepSI.fit_systems.SS_encoder_innovation attribute) (deepSI.fit_systems.SS_encoder_shotgun_MLP attribute) (deepSI.fit_systems.SS_linear attribute) (deepSI.fit_systems.SS_linear_CT attribute) (deepSI.fit_systems.SS_par_start attribute) (deepSI.fit_systems.System_fittable attribute) (deepSI.fit_systems.System_torch attribute) (deepSI.fit_systems.Torch_io attribute) (deepSI.fit_systems.Torch_io_siso attribute) (deepSI.system_data.System_data attribute) (deepSI.system_data.System_data_list attribute) (deepSI.system_data.System_data_norm attribute) (deepSI.systems.Ball_in_box attribute) (deepSI.systems.Ball_in_box_video attribute) (deepSI.systems.Bouc_wen attribute) (deepSI.systems.Cascaded_tanks_continuous attribute) (deepSI.systems.Coupled_electric_drive attribute) (deepSI.systems.Double_bath attribute) (deepSI.systems.Double_potential_well attribute) (deepSI.systems.Double_potential_well_video attribute) (deepSI.systems.Dynamic_nonlin_sysid_book attribute) (deepSI.systems.Hammerstein_sysid_book attribute) (deepSI.systems.Lorenz_attractor attribute) (deepSI.systems.Lorenz_attractor_sincos attribute) (deepSI.systems.NarendraLiBenchmark attribute) (deepSI.systems.NDE_squared_sysid_book attribute) (deepSI.systems.Nonlin_drag attribute) (deepSI.systems.Nonlin_io_example_2 attribute) (deepSI.systems.Nonlin_io_normals attribute) (deepSI.systems.Nonlinear_rlc attribute) (deepSI.systems.Pendulum attribute) (deepSI.systems.System attribute) (deepSI.systems.System_deriv attribute) (deepSI.systems.System_gym attribute) (deepSI.systems.System_io attribute) (deepSI.systems.System_ss attribute) (deepSI.systems.Test_ss_linear1 attribute) (deepSI.systems.Test_ss_linear2 attribute) (deepSI.systems.Van_der_pol_oscillator attribute) (deepSI.systems.Wiener2_sysid_book attribute) (deepSI.systems.Wiener_sysid_book attribute)

__sub__() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) _check_and_refresh_optimizer_if_needed() (deepSI.fit_systems.System_torch method) _fit() (deepSI.fit_systems.Sklearn_io method) (deepSI.fit_systems.SS_linear method) (deepSI.fit_systems.SS_linear_CT method) (deepSI.fit_systems.System_fittable method) _refresh_optimizer() (deepSI.fit_systems.System_torch method)

A

act_measure() (deepSI.systems.System method) (deepSI.systems.System_gym method) act_measure_multi() (deepSI.fit_systems.IO_autoencoder method) (deepSI.systems.System method) act_measure_sys (deepSI.systems.System property)

action_space (deepSI.systems.System attribute) append() (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data_list method) apply_experiment() (deepSI.fit_systems.SS_encoder_shotgun_MLP method) (deepSI.systems.Bouc_wen method) (deepSI.systems.System method)

B

Ball_in_box (class in deepSI.systems) Ball_in_box_video (class in deepSI.systems) ballbeam() (in module deepSI.datasets.sista_database) batch_id (deepSI.fit_systems.System_torch attribute)

BFR() (deepSI.datasets.sista_database.System_data method) (deepSI.system_data.System_data method) Bouc_wen (class in deepSI.systems) BoucWen() (in module deepSI.datasets)

C

cal_validation_error() (deepSI.fit_systems.System_torch method) Cascaded_Tanks() (in module deepSI.datasets) Cascaded_tanks_continuous (class in deepSI.systems) cashed_download() (in module deepSI.datasets) (in module deepSI.datasets.sista_database) CD_player_arm() (in module deepSI.datasets.sista_database) CED() (in module deepSI.datasets) cheat_n (deepSI.datasets.sista_database.System_data attribute) (deepSI.system_data.System_data attribute)

check_valid_system() (deepSI.systems.System method) checkpoint_load_system() (deepSI.fit_systems.System_torch method) checkpoint_save_system() (deepSI.fit_systems.System_torch method) clear_cache() (in module deepSI.datasets) Coupled_electric_drive (class in deepSI.systems) cpu() (deepSI.fit_systems.System_torch method) cstr() (in module deepSI.datasets.sista_database) cuda() (deepSI.fit_systems.System_torch method)

D

daisydata_download() (in module deepSI.datasets.sista_database) deepSI.datasets module deepSI.datasets.sista_database module deepSI.fit_systems module deepSI.system_data module deepSI.systems module deriv() (deepSI.systems.Ball_in_box method) (deepSI.systems.Bouc_wen method) (deepSI.systems.Cascaded_tanks_continuous method) (deepSI.systems.Double_potential_well method) (deepSI.systems.Lorenz_attractor method) (deepSI.systems.Nonlin_drag method) (deepSI.systems.Nonlinear_rlc method) (deepSI.systems.Pendulum method) (deepSI.systems.System_deriv method) (deepSI.systems.Van_der_pol_oscillator method) destill() (in module deepSI.datasets.sista_database)

destill_all() (in module deepSI.datasets.sista_database) Double_bath (class in deepSI.systems) Double_potential_well (class in deepSI.systems) Double_potential_well_video (class in deepSI.systems) down_sample_by_average() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) down_sample_by_decimate() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) down_sample_by_MIMO() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) dryer() (in module deepSI.datasets.sista_database) dryer2() (in module deepSI.datasets.sista_database) dt (deepSI.datasets.sista_database.System_data_list property) (deepSI.fit_systems.SS_encoder_deriv_general property) (deepSI.system_data.System_data_list property) (deepSI.systems.System property) Dynamic_nonlin_sysid_book (class in deepSI.systems)

E

e_net (deepSI.fit_systems.SS_encoder attribute) EMPS() (in module deepSI.datasets) erie() (in module deepSI.datasets.sista_database) erie_all() (in module deepSI.datasets.sista_database) eval() (deepSI.fit_systems.System_torch method)

evaporator() (in module deepSI.datasets.sista_database) exchanger() (in module deepSI.datasets.sista_database) exists() (deepSI.systems.System method) extend() (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data_list method)

F

f() (deepSI.fit_systems.SS_linear method) (deepSI.fit_systems.SS_linear_CT method) (deepSI.systems.Cascaded_tanks_continuous method) (deepSI.systems.Double_bath method) (deepSI.systems.NarendraLiBenchmark method) (deepSI.systems.System_deriv method) (deepSI.systems.System_ss method) (deepSI.systems.Test_ss_linear1 method) (deepSI.systems.Test_ss_linear2 method) F16() (in module deepSI.datasets)

fit() (deepSI.fit_systems.System_fittable method) (deepSI.fit_systems.System_torch method) (deepSI.system_data.System_data_norm method) fitted (deepSI.systems.System attribute) flatten() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) flexible_structure() (in module deepSI.datasets.sista_database) flutter() (in module deepSI.datasets.sista_database) foetal_ecg() (in module deepSI.datasets.sista_database)

G

get_state() (deepSI.fit_systems.SS_encoder method) (deepSI.fit_systems.SS_encoder_general method) (deepSI.systems.System method) (deepSI.systems.System_io method) (deepSI.systems.System_ss method) get_test_data() (deepSI.systems.Bouc_wen method) (deepSI.systems.Double_bath method) (deepSI.systems.NarendraLiBenchmark method) (deepSI.systems.Nonlin_drag method) (deepSI.systems.Nonlinear_rlc method)

get_train_data() (deepSI.systems.Bouc_wen method) (deepSI.systems.Double_bath method) (deepSI.systems.NarendraLiBenchmark method) (deepSI.systems.Nonlin_drag method) (deepSI.systems.Nonlinear_rlc method) get_work_dirs() (in module deepSI.datasets) (in module deepSI.datasets.sista_database) glassfurnace() (in module deepSI.datasets.sista_database) grid_search() (in module deepSI.fit_systems)

H

h() (deepSI.fit_systems.SS_linear method) (deepSI.systems.Ball_in_box method) (deepSI.systems.Ball_in_box_video method) (deepSI.systems.Bouc_wen method) (deepSI.systems.Cascaded_tanks_continuous method) (deepSI.systems.Coupled_electric_drive method) (deepSI.systems.Double_bath method) (deepSI.systems.Double_potential_well method) (deepSI.systems.Double_potential_well_video method) (deepSI.systems.Lorenz_attractor method) (deepSI.systems.Lorenz_attractor_sincos method) (deepSI.systems.NarendraLiBenchmark method) (deepSI.systems.Nonlin_drag method) (deepSI.systems.Nonlinear_rlc method) (deepSI.systems.Pendulum method) (deepSI.systems.System_ss method) (deepSI.systems.Test_ss_linear1 method) (deepSI.systems.Test_ss_linear2 method) (deepSI.systems.Van_der_pol_oscillator method)

Hammerstein_sysid_book (class in deepSI.systems) heating_system() (in module deepSI.datasets.sista_database)

I

Industrial_robot() (in module deepSI.datasets) init_model() (deepSI.fit_systems.System_fittable method) (deepSI.fit_systems.System_torch method) init_nets() (deepSI.fit_systems.IO_autoencoder method) (deepSI.fit_systems.SS_encoder method) (deepSI.fit_systems.SS_encoder_deriv_general method) (deepSI.fit_systems.SS_encoder_general method) (deepSI.fit_systems.SS_encoder_general_hf method) (deepSI.fit_systems.SS_encoder_innovation method) (deepSI.fit_systems.SS_par_start method) (deepSI.fit_systems.System_torch method) (deepSI.fit_systems.Torch_io method) (deepSI.fit_systems.Torch_io_siso method) init_optimizer() (deepSI.fit_systems.System_torch method) init_scheduler() (deepSI.fit_systems.System_torch method) init_state() (deepSI.fit_systems.SS_encoder_shotgun_MLP method) (deepSI.fit_systems.SS_linear method) (deepSI.systems.System method) (deepSI.systems.System_io method) init_state_and_measure() (deepSI.systems.System method) init_state_and_measure_multi() (deepSI.fit_systems.IO_autoencoder method) (deepSI.systems.System method)

init_state_multi() (deepSI.fit_systems.SS_encoder method) (deepSI.fit_systems.SS_encoder_general method) (deepSI.fit_systems.SS_par_start method) (deepSI.systems.System method) (deepSI.systems.System_io method) internet_traffic() (in module deepSI.datasets.sista_database) inverse_transform() (deepSI.system_data.System_data_norm method) IO_autoencoder (class in deepSI.fit_systems) io_step() (deepSI.fit_systems.Sklearn_io method) (deepSI.fit_systems.Torch_io method) (deepSI.fit_systems.Torch_io_siso method) (deepSI.systems.Dynamic_nonlin_sysid_book method) (deepSI.systems.Hammerstein_sysid_book method) (deepSI.systems.NDE_squared_sysid_book method) (deepSI.systems.Nonlin_io_example_2 method) (deepSI.systems.Nonlin_io_normals method) (deepSI.systems.System_io method) (deepSI.systems.Wiener2_sysid_book method) (deepSI.systems.Wiener_sysid_book method) is_id (deepSI.system_data.System_data_norm property)

K

k0 (deepSI.fit_systems.SS_encoder attribute) (deepSI.systems.System_io property)

L

load_system() (in module deepSI.systems) load_system_data() (in module deepSI.system_data) Lorenz_attractor (class in deepSI.systems) Lorenz_attractor_sincos (class in deepSI.systems) loss() (deepSI.fit_systems.IO_autoencoder method) (deepSI.fit_systems.SS_encoder method) (deepSI.fit_systems.SS_encoder_deriv_general method) (deepSI.fit_systems.SS_encoder_general method) (deepSI.fit_systems.SS_encoder_general_hf method) (deepSI.fit_systems.SS_encoder_innovation method) (deepSI.fit_systems.SS_encoder_shotgun_MLP method) (deepSI.fit_systems.SS_par_start method) (deepSI.fit_systems.System_torch method) (deepSI.fit_systems.Torch_io method) (deepSI.fit_systems.Torch_io_siso method)

Loss_train (deepSI.fit_systems.System_torch attribute) Loss_val (deepSI.fit_systems.System_torch attribute)

M

MAE() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) make_training_data() (deepSI.fit_systems.IO_autoencoder method) (deepSI.fit_systems.SS_encoder method) (deepSI.fit_systems.SS_encoder_general method) (deepSI.fit_systems.SS_par_start method) (deepSI.fit_systems.Torch_io method) (deepSI.fit_systems.Torch_io_siso method) (deepSI.system_data.System_data_norm method) measure_act() (deepSI.systems.System method) (deepSI.systems.System_io method) (deepSI.systems.System_ss method) measure_act_multi() (deepSI.fit_systems.SS_encoder method) (deepSI.fit_systems.SS_encoder_general method) (deepSI.fit_systems.SS_encoder_general_hf method) (deepSI.systems.System method) (deepSI.systems.System_io method)

module deepSI.datasets deepSI.datasets.sista_database deepSI.fit_systems deepSI.system_data deepSI.systems MSE() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) multi_io_step() (deepSI.fit_systems.Torch_io method) (deepSI.systems.System_io method) multi_step_ahead() (deepSI.systems.System method) multi_u (deepSI.datasets.sista_database.System_data attribute) (deepSI.system_data.System_data attribute) multi_y (deepSI.datasets.sista_database.System_data attribute) (deepSI.system_data.System_data attribute)

N

n_cheat (deepSI.datasets.sista_database.System_data_list property) (deepSI.system_data.System_data_list property) N_samples (deepSI.datasets.sista_database.System_data property) (deepSI.datasets.sista_database.System_data_list property) (deepSI.system_data.System_data property) (deepSI.system_data.System_data_list property) n_step_error() (deepSI.systems.System method) n_step_error_plot() (deepSI.systems.System method) na (deepSI.fit_systems.SS_encoder attribute) name (deepSI.systems.System attribute) (deepSI.systems.System property) NarendraLiBenchmark (class in deepSI.systems) nb (deepSI.fit_systems.SS_encoder attribute) NDE_squared_sysid_book (class in deepSI.systems) Nonlin_drag (class in deepSI.systems) Nonlin_io_example_2 (class in deepSI.systems) Nonlin_io_normals (class in deepSI.systems) Nonlinear_rlc (class in deepSI.systems) norm (deepSI.systems.System attribute) normed (deepSI.datasets.sista_database.System_data attribute) (deepSI.datasets.sista_database.System_data_list property) (deepSI.system_data.System_data attribute) (deepSI.system_data.System_data_list property)

NRMS() (deepSI.datasets.sista_database.System_data method) (deepSI.system_data.System_data method) NRMS_mean_channels() (deepSI.datasets.sista_database.System_data method) (deepSI.system_data.System_data method) NRMS_per_channel() (deepSI.datasets.sista_database.System_data method) (deepSI.system_data.System_data method) nu (deepSI.datasets.sista_database.System_data attribute) (deepSI.datasets.sista_database.System_data property) (deepSI.datasets.sista_database.System_data_list property) (deepSI.system_data.System_data attribute) (deepSI.system_data.System_data property) (deepSI.system_data.System_data_list property) nx (deepSI.datasets.sista_database.System_data property) (deepSI.fit_systems.SS_encoder attribute) (deepSI.system_data.System_data property) ny (deepSI.datasets.sista_database.System_data attribute) (deepSI.datasets.sista_database.System_data property) (deepSI.datasets.sista_database.System_data_list property) (deepSI.system_data.System_data attribute) (deepSI.system_data.System_data property) (deepSI.system_data.System_data_list property)

O

observation_space (deepSI.systems.System attribute)

one_step_ahead() (deepSI.systems.System method) optimizer (deepSI.fit_systems.System_torch attribute)

P

parameters (deepSI.fit_systems.System_torch attribute) (deepSI.fit_systems.System_torch property) parameters_with_names (deepSI.fit_systems.System_torch property) ParWHF() (in module deepSI.datasets) Pendulum (class in deepSI.systems) pHdata() (in module deepSI.datasets.sista_database)

plot() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) plot_state_space_3d() (deepSI.datasets.sista_database.System_data method) (deepSI.system_data.System_data method) powerplant() (in module deepSI.datasets.sista_database)

R

random (deepSI.systems.System attribute) (deepSI.systems.System property) random_search() (in module deepSI.fit_systems) remote_close() (deepSI.fit_systems.System_torch method) remote_recv() (deepSI.fit_systems.System_torch method) remote_send() (deepSI.fit_systems.System_torch method) remote_start() (deepSI.fit_systems.System_torch method) reset_state() (deepSI.fit_systems.SS_encoder method) (deepSI.fit_systems.SS_encoder_general method) (deepSI.systems.Ball_in_box method) (deepSI.systems.Double_potential_well method) (deepSI.systems.Lorenz_attractor method) (deepSI.systems.System method) (deepSI.systems.System_io method) (deepSI.systems.System_ss method) (deepSI.systems.Van_der_pol_oscillator method)

reset_state_and_measure() (deepSI.systems.System method) (deepSI.systems.System_gym method) reshape_as() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) RMS() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) robot_arm() (in module deepSI.datasets.sista_database)

S

sample_system() (deepSI.systems.System method) sanity_check() (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data_list method) save() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) save_system() (deepSI.fit_systems.System_torch method) (deepSI.systems.System method) sdl (deepSI.datasets.sista_database.System_data_list attribute) (deepSI.system_data.System_data_list attribute) seed (deepSI.systems.System attribute) Silverbox() (in module deepSI.datasets) Sklearn_io (class in deepSI.fit_systems) Sklearn_io_linear (class in deepSI.fit_systems) SS_encoder (class in deepSI.fit_systems) SS_encoder_CNN_video (class in deepSI.fit_systems) SS_encoder_deriv_general (class in deepSI.fit_systems) SS_encoder_general (class in deepSI.fit_systems) SS_encoder_general_hf (class in deepSI.fit_systems) SS_encoder_general_koopman (class in deepSI.fit_systems)

SS_encoder_innovation (class in deepSI.fit_systems) SS_encoder_shotgun_MLP (class in deepSI.fit_systems) SS_linear (class in deepSI.fit_systems) SS_linear_CT (class in deepSI.fit_systems) SS_par_start (class in deepSI.fit_systems) steamgen() (in module deepSI.datasets.sista_database) step() (deepSI.fit_systems.SS_encoder_shotgun_MLP method) sun_spot_data() (in module deepSI.datasets) sys_data_sampler() (deepSI.fit_systems.SS_encoder_shotgun_MLP method) System (class in deepSI.systems) System_data (class in deepSI.datasets.sista_database) (class in deepSI.system_data) System_data_list (class in deepSI.datasets.sista_database) (class in deepSI.system_data) System_data_norm (class in deepSI.system_data) System_deriv (class in deepSI.systems) System_fittable (class in deepSI.fit_systems) System_gym (class in deepSI.systems) System_io (class in deepSI.systems) System_ss (class in deepSI.systems) System_torch (class in deepSI.fit_systems)

T

Test_ss_linear1 (class in deepSI.systems) Test_ss_linear2 (class in deepSI.systems) thermic_res_wall() (in module deepSI.datasets.sista_database) time (deepSI.fit_systems.System_torch attribute) to_device() (deepSI.fit_systems.System_torch method) to_encoder_data() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) to_hist_future_data() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) to_IO_data() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method)

to_ss_data() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) to_video() (deepSI.datasets.sista_database.System_data method) (deepSI.system_data.System_data method) Torch_io (class in deepSI.fit_systems) Torch_io_siso (class in deepSI.fit_systems) train() (deepSI.fit_systems.System_torch method) train_test_split() (deepSI.datasets.sista_database.System_data method) (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data method) (deepSI.system_data.System_data_list method) transform() (deepSI.system_data.System_data_norm method)

U

u (deepSI.datasets.sista_database.System_data attribute) (deepSI.datasets.sista_database.System_data_list attribute) (deepSI.datasets.sista_database.System_data_list property) (deepSI.system_data.System_data attribute) (deepSI.system_data.System_data_list attribute) (deepSI.system_data.System_data_list property)

u0 (deepSI.system_data.System_data_norm attribute) unique_code (deepSI.systems.System attribute) use_norm (deepSI.systems.System attribute) ustd (deepSI.system_data.System_data_norm attribute)

V

VAF() (deepSI.datasets.sista_database.System_data method) (deepSI.system_data.System_data method)

Van_der_pol_oscillator (class in deepSI.systems)

W

weighted_mean() (deepSI.datasets.sista_database.System_data_list method) (deepSI.system_data.System_data_list method) Wiener2_sysid_book (class in deepSI.systems)

Wiener_sysid_book (class in deepSI.systems) WienerHammerBenchMark() (in module deepSI.datasets) WienerHammerstein_Process_Noise() (in module deepSI.datasets) winding() (in module deepSI.datasets.sista_database)

X

x (deepSI.datasets.sista_database.System_data attribute) (deepSI.system_data.System_data attribute)

Y

y (deepSI.datasets.sista_database.System_data attribute) (deepSI.datasets.sista_database.System_data_list attribute) (deepSI.datasets.sista_database.System_data_list property) (deepSI.system_data.System_data attribute) (deepSI.system_data.System_data_list attribute) (deepSI.system_data.System_data_list property)

y0 (deepSI.system_data.System_data_norm attribute) ystd (deepSI.system_data.System_data_norm attribute)