LSTM_fault_detection

• The code for the paper "Sequential Fault Diagnosis based on LSTM Neural Network"
• The code is developed under the python package: PyTorch

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Requirements for running the python codes "nca.py" and "autoencoder.py"

Please install the following python libraries before running the code

• python==3.52
• numpy==1.13.3
• PyTorch==0.20
• scikit-learn==0.19.0

For the GPU acceleration with PyTorch, please refer to PyTorch

Run

On linux:

• python3 nca.py
• python3 autoencoder.py