deepSI API Reference
deepSI is subdivided in a great number of logical units.
- System data
System_dataSystem_data.uSystem_data.ySystem_data.xSystem_data.nuSystem_data.nySystem_data.cheat_nSystem_data.multi_uSystem_data.multi_ySystem_data.normedSystem_data.__init__()System_data.N_samplesSystem_data.nySystem_data.nuSystem_data.nxSystem_data.flatten()System_data.reshape_as()System_data.to_IO_data()System_data.to_hist_future_data()System_data.to_ss_data()System_data.to_encoder_data()System_data.to_video()System_data.plot_state_space_3d()System_data.save()System_data.plot()System_data.BFR()System_data.NRMS()System_data.NRMS_per_channel()System_data.NRMS_mean_channels()System_data.RMS()System_data.MSE()System_data.MAE()System_data.VAF()System_data.__sub__()System_data.train_test_split()System_data.__getitem__()System_data.__len__()System_data.down_sample_by_average()System_data.down_sample_by_decimate()System_data.down_sample_by_MIMO()System_data.__annotations__System_data.__module__
System_data_listSystem_data_list.sdlSystem_data_list.ySystem_data_list.uSystem_data_list.__getitem__()System_data_list.__init__()System_data_list.sanity_check()System_data_list.normedSystem_data_list.N_samplesSystem_data_list.nySystem_data_list.nuSystem_data_list.ySystem_data_list.uSystem_data_list.n_cheatSystem_data_list.dtSystem_data_list.flatten()System_data_list.reshape_as()System_data_list.to_IO_data()System_data_list.to_hist_future_data()System_data_list.to_ss_data()System_data_list.to_encoder_data()System_data_list.save()System_data_list.plot()System_data_list.weighted_mean()System_data_list.RMS()System_data_list.MSE()System_data_list.MAE()System_data_list.__sub__()System_data_list.train_test_split()System_data_list.__getitem__()System_data_list.__len__()System_data_list.append()System_data_list.extend()System_data_list.down_sample_by_average()System_data_list.down_sample_by_decimate()System_data_list.down_sample_by_MIMO()System_data_list.__annotations__System_data_list.__module__
System_data_normload_system_data()
- Datasets
EMPS()CED()F16()WienerHammerstein_Process_Noise()BoucWen()ParWHF()WienerHammerBenchMark()Silverbox()Cascaded_Tanks()Industrial_robot()sun_spot_data()clear_cache()cashed_download()get_work_dirs()System_dataSystem_data.uSystem_data.ySystem_data.xSystem_data.nuSystem_data.nySystem_data.cheat_nSystem_data.multi_uSystem_data.multi_ySystem_data.normedSystem_data.__init__()System_data.N_samplesSystem_data.nySystem_data.nuSystem_data.nxSystem_data.flatten()System_data.reshape_as()System_data.to_IO_data()System_data.to_hist_future_data()System_data.to_ss_data()System_data.to_encoder_data()System_data.to_video()System_data.plot_state_space_3d()System_data.save()System_data.plot()System_data.BFR()System_data.NRMS()System_data.NRMS_per_channel()System_data.NRMS_mean_channels()System_data.RMS()System_data.MSE()System_data.MAE()System_data.VAF()System_data.__sub__()System_data.train_test_split()System_data.__getitem__()System_data.__len__()System_data.down_sample_by_average()System_data.down_sample_by_decimate()System_data.down_sample_by_MIMO()System_data.__module__
System_data_listSystem_data_list.sdlSystem_data_list.ySystem_data_list.uSystem_data_list.__getitem__()System_data_list.__init__()System_data_list.sanity_check()System_data_list.normedSystem_data_list.N_samplesSystem_data_list.nySystem_data_list.nuSystem_data_list.ySystem_data_list.uSystem_data_list.n_cheatSystem_data_list.dtSystem_data_list.flatten()System_data_list.reshape_as()System_data_list.to_IO_data()System_data_list.to_hist_future_data()System_data_list.to_ss_data()System_data_list.to_encoder_data()System_data_list.save()System_data_list.plot()System_data_list.weighted_mean()System_data_list.RMS()System_data_list.MSE()System_data_list.MAE()System_data_list.__sub__()System_data_list.train_test_split()System_data_list.__getitem__()System_data_list.__len__()System_data_list.append()System_data_list.extend()System_data_list.down_sample_by_average()System_data_list.down_sample_by_decimate()System_data_list.down_sample_by_MIMO()System_data_list.__module__
get_work_dirs()cashed_download()daisydata_download()destill()destill_all()glassfurnace()powerplant()evaporator()pHdata()dryer2()exchanger()winding()cstr()steamgen()ballbeam()dryer()CD_player_arm()flutter()robot_arm()flexible_structure()foetal_ecg()erie()erie_all()thermic_res_wall()heating_system()internet_traffic()
- Systems
SystemSystem.action_spaceSystem.observation_spaceSystem.normSystem.fittedSystem.unique_codeSystem.nameSystem.use_normSystem.seedSystem.randomSystem.__init__()System.exists()System.check_valid_system()System.nameSystem.randomSystem.act_measure_sysSystem.dtSystem.get_state()System.apply_experiment()System.measure_act()System.measure_act_multi()System.act_measure()System.act_measure_multi()System.reset_state()System.reset_state_and_measure()System.init_state()System.init_state_multi()System.init_state_and_measure()System.init_state_and_measure_multi()System.multi_step_ahead()System.one_step_ahead()System.n_step_error()System.n_step_error_plot()System.save_system()System.sample_system()System.__module__
System_gymSystem_ssSystem_ioload_system()System_derivTest_ss_linear1Test_ss_linear2Double_bathCascaded_tanks_continuousPendulumNarendraLiBenchmarkNonlin_io_normalsHammerstein_sysid_bookWiener_sysid_bookWiener2_sysid_bookNDE_squared_sysid_bookDynamic_nonlin_sysid_bookNonlin_io_example_2Nonlinear_rlcNonlin_dragCoupled_electric_driveLorenz_attractorLorenz_attractor_sincosVan_der_pol_oscillatorDouble_potential_wellDouble_potential_well_videoBall_in_boxBall_in_box_videoBouc_wen
- Fit systems
System_fittableSystem_torchSystem_torch.parametersSystem_torch.optimizerSystem_torch.timeSystem_torch.batch_idSystem_torch.Loss_trainSystem_torch.Loss_valSystem_torch.init_nets()System_torch.loss()System_torch.init_optimizer()System_torch.init_scheduler()System_torch.init_model()System_torch.parametersSystem_torch.parameters_with_namesSystem_torch.cal_validation_error()System_torch.fit()System_torch.checkpoint_save_system()System_torch.checkpoint_load_system()System_torch.save_system()System_torch._check_and_refresh_optimizer_if_needed()System_torch._refresh_optimizer()System_torch.cuda()System_torch.cpu()System_torch.to_device()System_torch.eval()System_torch.train()System_torch.remote_start()System_torch.remote_send()System_torch.remote_recv()System_torch.remote_close()System_torch.__module__
random_search()grid_search()Sklearn_ioSklearn_io_linearSS_encoderSS_encoder_generalSS_par_startSS_encoder_general_koopmanSS_encoder_innovationSS_encoder_CNN_videoSS_encoder_shotgun_MLPSS_encoder_deriv_generalSS_encoder_general_hfTorch_io_sisoTorch_ioSS_linearSS_linear_CTIO_autoencoder