IMU-Based-Running-Fatigue-Detection

Attention-based LSTM, CNN and CNN+LSTM model for running fatigue detection with IMU Python3.7.9 TensorFlow2.0 Anaconda with Jupyter Pandas and Numpy Keras scikit-learn Matplotlib Keras(SVM,LR,DT,RF,MLP,LSTM,CNN,Attention)

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IMU-Based-Running-Fatigue-Detection

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
BiLSTM+Attention-3Classes-0%overlap-Acc.ipynb		BiLSTM+Attention-3Classes-0%overlap-Acc.ipynb
CNN-0%overlap-Acc-Gro-Pos.ipynb		CNN-0%overlap-Acc-Gro-Pos.ipynb
CNN-0%overlap-Acc-Gro.ipynb		CNN-0%overlap-Acc-Gro.ipynb
CNN-0%overlap-Acc.ipynb		CNN-0%overlap-Acc.ipynb
CNN-0%overlap-Gro.ipynb		CNN-0%overlap-Gro.ipynb
CNN-50%overlap-Acc-Gro-Pos.ipynb		CNN-50%overlap-Acc-Gro-Pos.ipynb
CNN-50%overlap-Acc-Gro.ipynb		CNN-50%overlap-Acc-Gro.ipynb
CNN-50%overlap-Acc.ipynb		CNN-50%overlap-Acc.ipynb
CNN-50%overlap-Gro.ipynb		CNN-50%overlap-Gro.ipynb
CNN-LSTM-0%overlap-Acc-GRO-Pos.ipynb		CNN-LSTM-0%overlap-Acc-GRO-Pos.ipynb
CNN-LSTM-0%overlap-Acc-GRO.ipynb		CNN-LSTM-0%overlap-Acc-GRO.ipynb
CNN-LSTM-0%overlap-Acc.ipynb		CNN-LSTM-0%overlap-Acc.ipynb
CNN-LSTM-0%overlap-Gro.ipynb		CNN-LSTM-0%overlap-Gro.ipynb
CNN-LSTM-50%overlap-Acc-GRO-Pos.ipynb		CNN-LSTM-50%overlap-Acc-GRO-Pos.ipynb
CNN-LSTM-50%overlap-Acc-GRO.ipynb		CNN-LSTM-50%overlap-Acc-GRO.ipynb
CNN-LSTM-50%overlap-Acc.ipynb		CNN-LSTM-50%overlap-Acc.ipynb
CNN-LSTM-50%overlap-Gro.ipynb		CNN-LSTM-50%overlap-Gro.ipynb
Code and Data		Code and Data
DouLSTM-3Classes-0%overlap-Acc-Gro-Pos.ipynb		DouLSTM-3Classes-0%overlap-Acc-Gro-Pos.ipynb
DouLSTM-3Classes-0%overlap-Acc-Gro.ipynb		DouLSTM-3Classes-0%overlap-Acc-Gro.ipynb
DouLSTM-3Classes-0%overlap-Acc.ipynb		DouLSTM-3Classes-0%overlap-Acc.ipynb
DouLSTM-3Classes-0%overlap-Gro.ipynb		DouLSTM-3Classes-0%overlap-Gro.ipynb
DouLSTM-3Classes-50%overlap-Acc-Gro-Pos.ipynb		DouLSTM-3Classes-50%overlap-Acc-Gro-Pos.ipynb
DouLSTM-3Classes-50%overlap-Acc-Gro.ipynb		DouLSTM-3Classes-50%overlap-Acc-Gro.ipynb
DouLSTM-3Classes-50%overlap-Acc.ipynb		DouLSTM-3Classes-50%overlap-Acc.ipynb
DouLSTM-3Classes-50%overlap-Gro.ipynb		DouLSTM-3Classes-50%overlap-Gro.ipynb
LSTM+Attention-3Classes-0%overlap-Acc-Gro-Pos.ipynb		LSTM+Attention-3Classes-0%overlap-Acc-Gro-Pos.ipynb
LSTM+Attention-3Classes-0%overlap-Acc-Gro.ipynb		LSTM+Attention-3Classes-0%overlap-Acc-Gro.ipynb
LSTM+Attention-3Classes-0%overlap-Acc.ipynb		LSTM+Attention-3Classes-0%overlap-Acc.ipynb
LSTM+Attention-3Classes-0%overlap-Gro.ipynb		LSTM+Attention-3Classes-0%overlap-Gro.ipynb
LSTM+Attention-3Classes-50%overlap-Acc-Gro-Pos.ipynb		LSTM+Attention-3Classes-50%overlap-Acc-Gro-Pos.ipynb
LSTM+Attention-3Classes-50%overlap-Acc-Gro.ipynb		LSTM+Attention-3Classes-50%overlap-Acc-Gro.ipynb
LSTM+Attention-3Classes-50%overlap-Acc.ipynb		LSTM+Attention-3Classes-50%overlap-Acc.ipynb
LSTM+Attention-3Classes-50%overlap-Gro.ipynb		LSTM+Attention-3Classes-50%overlap-Gro.ipynb
LSTM-3Classes-0%overlap-Acc-Gro-Pos.ipynb		LSTM-3Classes-0%overlap-Acc-Gro-Pos.ipynb
LSTM-3Classes-0%overlap-Acc-Gro.ipynb		LSTM-3Classes-0%overlap-Acc-Gro.ipynb
LSTM-3Classes-0%overlap-Acc.ipynb		LSTM-3Classes-0%overlap-Acc.ipynb
LSTM-3Classes-0%overlap-Gro.ipynb		LSTM-3Classes-0%overlap-Gro.ipynb
LSTM-3Classes-50%overlap-Acc-Gro-Pos.ipynb		LSTM-3Classes-50%overlap-Acc-Gro-Pos.ipynb
LSTM-3Classes-50%overlap-Acc-Gro.ipynb		LSTM-3Classes-50%overlap-Acc-Gro.ipynb
LSTM-3Classes-50%overlap-Acc.ipynb		LSTM-3Classes-50%overlap-Acc.ipynb
LSTM-3Classes-50%overlap-Gro.ipynb		LSTM-3Classes-50%overlap-Gro.ipynb
README.md		README.md

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