├── .gitattributes ├── CMAPSSData ├── RUL_FD001.txt ├── RUL_FD002.txt ├── RUL_FD003.txt ├── RUL_FD004.txt ├── test_FD001.txt ├── test_FD001_normed.txt ├── test_FD002.txt ├── test_FD003.txt ├── test_FD004.txt ├── test_FD004_normed.txt ├── train_FD001.txt ├── train_FD001_normed.txt ├── train_FD002.txt ├── train_FD003.txt ├── train_FD004.txt └── train_FD004_normed.txt ├── README.md ├── Results.txt ├── animation3.gif ├── figures ├── MLP output.png ├── comp_gnd_trth.png ├── engines.png ├── loss_curve.png ├── loss_curve_MLP.png ├── output.png └── smoothing.png ├── rul-prediction-MLP.ipynb ├── rul-predictions-LSTM.ipynb ├── rul_load.py ├── rul_prediction.py ├── rul_prediction_python └── saved_models ├── LSTM ├── LSTM_0 ├── LSTM_0.2 ├── LSTM_0.4 ├── LSTM_131 ├── LSTM_23 ├── LSTM_267 ├── LSTM_540 ├── LSTM_814 └── MLP /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AneesPeringal/rul-prediction/HEAD/.gitattributes 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