├── .gitignore ├── README.md ├── data └── eeg_signal.txt ├── dataset.py ├── download_sleepedf.py ├── focal_loss.py ├── images └── image-20230101170849127.png ├── models └── model_GRU.pt ├── network.py ├── predict.py ├── prepare_data.py ├── preprocessing.py ├── requirements.txt ├── test.py ├── train.py └── web ├── models └── model_GRU.pt ├── network.py ├── predict.py ├── requirements.txt ├── run.sh ├── server.py └── templates └── sleepstaging.html /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/README.md -------------------------------------------------------------------------------- /data/eeg_signal.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/data/eeg_signal.txt -------------------------------------------------------------------------------- /dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/dataset.py -------------------------------------------------------------------------------- /download_sleepedf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/download_sleepedf.py -------------------------------------------------------------------------------- /focal_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/focal_loss.py -------------------------------------------------------------------------------- /images/image-20230101170849127.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/images/image-20230101170849127.png -------------------------------------------------------------------------------- /models/model_GRU.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/models/model_GRU.pt -------------------------------------------------------------------------------- /network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/network.py -------------------------------------------------------------------------------- /predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/predict.py -------------------------------------------------------------------------------- /prepare_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/prepare_data.py -------------------------------------------------------------------------------- /preprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/preprocessing.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/requirements.txt -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/test.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/train.py -------------------------------------------------------------------------------- /web/models/model_GRU.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/web/models/model_GRU.pt -------------------------------------------------------------------------------- /web/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/web/network.py -------------------------------------------------------------------------------- /web/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/web/predict.py -------------------------------------------------------------------------------- /web/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/web/requirements.txt -------------------------------------------------------------------------------- /web/run.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/web/run.sh -------------------------------------------------------------------------------- /web/server.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/web/server.py -------------------------------------------------------------------------------- /web/templates/sleepstaging.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ceresOPA/Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network/HEAD/web/templates/sleepstaging.html --------------------------------------------------------------------------------