├── .gitignore ├── .idea ├── .gitignore ├── csv-plugin.xml ├── dynonet.iml ├── inspectionProfiles │ ├── Project_Default.xml │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── other.xml └── vcs.xml ├── LICENSE ├── README.md ├── doc ├── dense_dynonet.png ├── paper │ ├── fig │ │ ├── BW_timetrace.pdf │ │ ├── EMPS_timetrace.pdf │ │ ├── WH_timetrace.pdf │ │ ├── backprop_tf_ab.pdf │ │ ├── backprop_tf_ab.svg │ │ ├── backprop_tf_ab_stable.pdf │ │ ├── backprop_tf_ab_stable.svg │ │ ├── backprop_tf_ab_stable_mod.pdf │ │ ├── backprop_tf_ab_stable_mod.svg │ │ ├── coeff_2ndorder.svg │ │ ├── generalized_HW.pdf │ │ ├── generalized_HW.svg │ │ ├── hammer.pdf │ │ ├── hammer.svg │ │ ├── hammerstein_wiener.pdf │ │ ├── hammerstein_wiener.svg │ │ ├── parallel_WH.pdf │ │ ├── parallel_WH.svg │ │ ├── rho.svg │ │ ├── rhopsi.png │ │ ├── stable_2ndorder.pdf │ │ ├── transf.svg │ │ ├── wiener.pdf │ │ ├── wiener.svg │ │ ├── wiener_hammerstein.pdf │ │ └── wiener_hammerstein.svg │ ├── ms.bib │ ├── ms.pdf │ └── ms.tex └── slides │ ├── img │ ├── BW_timetrace.pdf │ ├── EMPS_timetrace.pdf │ ├── WH_timetrace.pdf │ ├── backprop_tf_ab.pdf │ ├── backprop_tf_ab_empty.pdf │ ├── forward_tf_ab.pdf │ ├── generalized_HW.pdf │ ├── generic_dynonet.pdf │ ├── generic_dynonet.svg │ ├── hammer.pdf │ ├── hammerstein_wiener.pdf │ ├── parallel_WH.pdf │ ├── stable_2ndorder.pdf │ ├── wiener.pdf │ └── wiener_hammerstein.pdf │ ├── preamble.tex │ ├── presentation_main.pdf │ └── presentation_main.tex ├── examples ├── BW │ ├── BW_import.py │ ├── BW_plot.py │ ├── BW_test.py │ ├── BW_timetrace.pdf │ ├── BW_train.py │ ├── README.md │ ├── __init__.py │ └── data │ │ ├── BoucWen_generate_train.m │ │ ├── README.txt │ │ └── Test signals │ │ ├── test.h5 │ │ └── train.h5 ├── EMPS │ ├── EMPS_plot.py │ ├── EMPS_test.py │ ├── EMPS_timetrace.pdf │ ├── EMPS_train.py │ ├── README.md │ ├── __init__.py │ └── data │ │ └── README.txt ├── ParWH │ ├── .gitignore │ ├── README.md │ ├── common.py │ ├── data │ │ └── README.txt │ ├── parWH_plot_id.py │ ├── parWH_plot_test.py │ ├── parWH_test.py │ ├── parWH_train.py │ ├── parWH_train_refine.py │ └── parWH_train_single_dataset.py ├── RLC │ ├── README.md │ ├── RLC_MIMO_wiener_fit.py │ ├── RLC_SIMO_WH.py │ ├── RLC_generate_id.py │ ├── RLC_generate_test.py │ ├── RLC_train.py │ ├── RLC_train_FIR.py │ ├── RLC_train_process_noise.py │ ├── RLC_wiener_fit.py │ ├── old │ │ └── RLC_secondorder_fit.py │ └── symbolic_RLC.py ├── Silverbox │ ├── README.md │ ├── data │ │ └── README.txt │ ├── silverbox_plot.py │ ├── silverbox_train_W.py │ ├── silverbox_train_WH.py │ └── silverbox_train_feedback.py ├── WH2009 │ ├── README.md │ ├── WH2009_test.py │ ├── WH2009_test_FIR.py │ ├── WH2009_train.py │ ├── WH2009_train_FIR.py │ ├── WH2009_train_comparisons.py │ ├── WH2009_train_process_noise.py │ ├── WH2009_train_process_noise_PEM.py │ ├── WH2009_train_quantized.py │ ├── WH_fit.pdf │ ├── WH_timetrace.pdf │ ├── __init__.py │ └── data │ │ └── README.txt ├── Wiener │ ├── .gitignore │ ├── README.txt │ ├── W_generate_noise.py │ ├── W_generate_nonoise.py │ ├── W_test.py │ ├── W_train_ML_refine.py │ ├── W_train_NLS.py │ ├── W_train_NLS_nonoise.py │ ├── data │ │ └── dataset.h5 │ └── models │ │ ├── ML_noise │ │ ├── F.pkl │ │ └── G.pkl │ │ └── NLS_noise │ │ ├── F.pkl │ │ └── G.pkl ├── __init__.py └── coupled_drive │ ├── README.md │ ├── data │ └── README.txt │ ├── drive_plot.py │ └── drive_train_W.py ├── setup.cfg ├── setup.py ├── sphinx ├── Makefile ├── make.bat └── source │ ├── code.rst │ ├── conf.py │ └── index.rst ├── src └── dynonet │ ├── __init__.py │ ├── filtering.py │ ├── functional.py │ ├── lti.py │ ├── metrics.py │ └── static.py └── test_code ├── .gitignore ├── correlate_example.py ├── einsum_example.py ├── filter_example.py ├── filter_initial_cond_ab.py ├── filter_mimo.py ├── filter_mimo_channels_last.py ├── find_initial_cond_ab.py ├── install_pypy.txt ├── linearsiso_fun_example.py ├── linearsiso_module_example.py ├── linearsiso_module_time.py ├── mimo_module_example.py ├── mimo_secondorder_module_example.py ├── run_tests.bat ├── secondorder_module_example.py ├── stability_second_order.py ├── stable_ocs_param.py ├── stable_param.py ├── tmp ├── backproptest1.py ├── backproptest2.py ├── new-relu.py ├── new_convolution.py ├── new_optional.py └── new_staticlinear.py ├── torch_convolutional.py └── torch_convolutional_FIR.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/forgi86/dynonet/HEAD/.gitignore -------------------------------------------------------------------------------- /.idea/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/forgi86/dynonet/HEAD/.idea/.gitignore -------------------------------------------------------------------------------- /.idea/csv-plugin.xml: -------------------------------------------------------------------------------- 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