├── LICENSE ├── README.md ├── assets ├── AWN_architektura.png ├── CGDNN_architektura.png ├── CLDNN_architektura.png ├── CNN_architektura.png ├── LSTM_architektura.png ├── RNN_architektura.png ├── ResNet_architektura.png └── lifting_scheme_visualize.png ├── checkpoint ├── 2016.10a_AWN_model.pkl ├── 2016.10a_CGDNN_Pijackova.pkl ├── 2016.10a_CLDNN_Pijackova.pkl ├── 2016.10a_CNN_Pijackova.pkl ├── 2016.10a_LSTM.pkl ├── 2016.10a_RNN.pkl ├── 2016.10a_Resnet_Alexivaner.pkl ├── 2016.10b_AWN_model.pkl ├── 2016.10b_CGDNN_Pijackova.pkl ├── 2016.10b_CLDNN_Pijackova.pkl ├── 2016.10b_CNN_Pijackova.pkl ├── 2016.10b_LSTM.pkl ├── 2016.10b_RNN.pkl ├── 2016.10b_Resnet_Alexivaner.pkl ├── 2018.01a_AWN_model.pkl ├── 2018.01a_CGDNN_Pijackova.pkl ├── 2018.01a_CLDNN_Pijackova.pkl ├── 2018.01a_CNN_Pijackova.pkl ├── 2018.01a_RNN.pkl ├── 2018.01a_Resnet_Alexivaner.pkl ├── migou_dataset_19.08_AWN_model.pkl ├── migou_dataset_19.08_CGDNN_Pijackova.pkl ├── migou_dataset_19.08_CLDNN_Pijackova.pkl ├── migou_dataset_19.08_CNN_Pijackova.pkl ├── migou_dataset_19.08_LSTM.pkl ├── migou_dataset_19.08_RNN.pkl └── migou_dataset_19.08_Resnet_Alexivaner.pkl ├── config ├── 2016.10a_AMCNet.yml ├── 2016.10a_AWN_model.yml ├── 2016.10a_CGDNN_Pijackova.yml ├── 2016.10a_CLDNN_Pijackova.yml ├── 2016.10a_CNN_Pijackova.yml ├── 2016.10a_LSTM.yml ├── 2016.10a_RNN.yml ├── 2016.10a_Resnet_Alexivaner.yml ├── 2016.10b_AMCNet.yml ├── 2016.10b_AWN_model.yml ├── 2016.10b_CGDNN_Pijackova.yml ├── 2016.10b_CLDNN_Pijackova.yml ├── 2016.10b_CNN_Pijackova.yml ├── 2016.10b_LSTM.yml ├── 2016.10b_RNN.yml ├── 2016.10b_Resnet_Alexivaner.yml ├── 2018.01a_AMCNet.yml ├── 2018.01a_AWN_model.yml ├── 2018.01a_CGDNN_Pijackova.yml ├── 2018.01a_CLDNN_Pijackova.yml ├── 2018.01a_CNN_Pijackova.yml ├── 2018.01a_LSTM.yml ├── 2018.01a_RNN.yml ├── 2018.01a_Resnet_Alexivaner.yml ├── migou_dataset_19.08_AMCNet.yml ├── migou_dataset_19.08_AWN_model.yml ├── migou_dataset_19.08_CGDNN_Pijackova.yml ├── migou_dataset_19.08_CLDNN_Pijackova.yml ├── migou_dataset_19.08_CNN_Pijackova.yml ├── migou_dataset_19.08_LSTM.yml ├── migou_dataset_19.08_RNN.yml └── migou_dataset_19.08_Resnet_Alexivaner.yml ├── data_loader ├── __pycache__ │ └── data_loader.cpython-310.pyc └── data_loader.py ├── doc-CN └── README.md ├── inference └── 2016.10a_0 │ ├── log │ └── log.txt │ └── result │ ├── acc │ ├── acc.svg │ └── acc_mods.svg │ └── conf_mat │ ├── ConfMat_-10dB.svg │ ├── ConfMat_-12dB.svg │ ├── ConfMat_-14dB.svg │ ├── ConfMat_-16dB.svg │ ├── ConfMat_-18dB.svg │ ├── ConfMat_-20dB.svg │ ├── ConfMat_-2dB.svg │ ├── ConfMat_-4dB.svg │ ├── ConfMat_-6dB.svg │ ├── ConfMat_-8dB.svg │ ├── ConfMat_0dB.svg │ ├── ConfMat_10dB.svg │ ├── ConfMat_12dB.svg │ ├── ConfMat_14dB.svg │ ├── ConfMat_16dB.svg │ ├── ConfMat_18dB.svg │ ├── ConfMat_2dB.svg │ ├── ConfMat_4dB.svg │ ├── ConfMat_6dB.svg │ └── ConfMat_8dB.svg ├── main.py ├── models ├── AMCNet.py ├── AWN_model.py ├── CGDNN_Pijackova.py ├── CLDNN_Pijackova.py ├── CNN_Pijackova.py ├── LSTM.py ├── RNN.py ├── Resnet_Alexivaner.py ├── __pycache__ │ ├── AMCNet.cpython-310.pyc │ ├── AWN_model.cpython-310.pyc │ ├── CGDNN_Pijackova.cpython-310.pyc │ ├── CLDNN_Pijackova.cpython-310.pyc │ ├── CNN_Pijackova.cpython-310.pyc │ ├── LSTM.cpython-310.pyc │ ├── RNN.cpython-310.pyc │ ├── Resnet_Alexivaner.cpython-310.pyc │ └── lifting.cpython-310.pyc └── lifting.py ├── snr_acc_list.mat ├── training └── 2016.10a_0 │ ├── log │ └── log.txt │ ├── models │ └── 2016.10a_CNN_Pijackova.pkl │ └── result │ ├── acc │ ├── acc.svg │ └── acc_mods.svg │ ├── conf_mat │ ├── ConfMat_-10dB.svg │ ├── ConfMat_-12dB.svg │ ├── ConfMat_-14dB.svg │ ├── ConfMat_-16dB.svg │ ├── ConfMat_-18dB.svg │ ├── ConfMat_-20dB.svg │ ├── ConfMat_-2dB.svg │ ├── ConfMat_-4dB.svg │ ├── ConfMat_-6dB.svg │ ├── ConfMat_-8dB.svg │ ├── ConfMat_0dB.svg │ ├── ConfMat_10dB.svg │ ├── ConfMat_12dB.svg │ ├── ConfMat_14dB.svg │ ├── ConfMat_16dB.svg │ ├── ConfMat_18dB.svg │ ├── ConfMat_2dB.svg │ ├── ConfMat_4dB.svg │ ├── ConfMat_6dB.svg │ └── ConfMat_8dB.svg │ 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