├── Gated Transformer ├── dataset_process │ ├── __pycache__ │ │ └── dataset_process.cpython-37.pyc │ └── dataset_process.py ├── font │ └── simsun.ttc ├── gather_figure │ ├── AUSLAN │ │ ├── AUSLAN channel_gather.jpg │ │ └── AUSLAN input_gather.jpg │ ├── ECG │ │ ├── ECG all_sample_gather.jpg │ │ ├── ECG channel_gather.jpg │ │ └── ECG input_gather.jpg │ └── JapaneseVowels │ │ ├── JapaneseVowels Sample_gather.jpg │ │ ├── JapaneseVowels channel_gather.jpg │ │ └── JapaneseVowels input_gather.jpg ├── heatmap_figure_in_test │ └── JapaneseVowels │ │ └── JapaneseVowels accuracy=98.11 0.jpg ├── module │ ├── __pycache__ │ │ ├── encoder.cpython-37.pyc │ │ ├── feedForward.cpython-37.pyc │ │ ├── loss.cpython-37.pyc │ │ ├── multiHeadAttention.cpython-37.pyc │ │ └── transformer.cpython-37.pyc │ ├── encoder.py │ ├── feedForward.py │ ├── loss.py │ ├── multiHeadAttention.py │ └── transformer.py ├── mytest │ ├── DTW_test.py │ ├── HeatMap.py │ ├── HeatMap_DTW.py │ ├── __pycache__ │ │ └── HeatMap_DTW.cpython-37.pyc │ └── kmeans_test.py ├── result_figure │ ├── CharacterTrajectories 96.6% Adam epoch=100 batch=4 lr=0.0001 pe=True mask=True [512,6,6,8,8,0].png │ ├── ECG 86.0% Adam epoch=10 batch=20 lr=0.0001 pe=True mask=True [512,6,6,8,8,0].png │ ├── ECG 86.0% Adam epoch=20 batch=20 lr=0.0001 pe=True mask=True [512,6,6,8,8,0].png │ ├── ECG 87.0% Adam epoch=50 batch=20 lr=0.0001 pe=True mask=True [512,6,6,8,8,0].png │ └── JapaneseVowels 98.11% Adagrad epoch=100 batch=3 lr=0.0001 pe=True mask=True [512,8,8,8,8,0.2].png ├── run.py ├── run_with_saved_model.py ├── saved_model │ └── 存放训练好的模型.txt └── utils │ ├── TSNE.py │ ├── __pycache__ │ ├── TSNE.cpython-37.pyc │ ├── colorful_line.cpython-37.pyc │ ├── draw_line.cpython-37.pyc │ ├── heatMap.cpython-37.pyc │ ├── random_seed.cpython-37.pyc │ └── visualization.cpython-37.pyc │ ├── colorful_line.py │ ├── draw_line.py │ ├── heatMap.py │ ├── kmeans.py │ ├── random_seed.py │ └── visualization.py ├── README.md └── images ├── Attention 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