├── .gitignore ├── README.md ├── __init__.py ├── calc_reco_errors.py ├── cmaps_dataset.py ├── linear_regression.py ├── lstm_autoencoder.py ├── lstm_autoencoder_alpha.py └── train.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.pkl 2 | *.model 3 | 4 | run*/ 5 | 6 | log/ -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/naikio/LSTM_encoder_decoder_for_prognostics/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /calc_reco_errors.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/naikio/LSTM_encoder_decoder_for_prognostics/HEAD/calc_reco_errors.py -------------------------------------------------------------------------------- /cmaps_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/naikio/LSTM_encoder_decoder_for_prognostics/HEAD/cmaps_dataset.py -------------------------------------------------------------------------------- /linear_regression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/naikio/LSTM_encoder_decoder_for_prognostics/HEAD/linear_regression.py -------------------------------------------------------------------------------- /lstm_autoencoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/naikio/LSTM_encoder_decoder_for_prognostics/HEAD/lstm_autoencoder.py -------------------------------------------------------------------------------- /lstm_autoencoder_alpha.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/naikio/LSTM_encoder_decoder_for_prognostics/HEAD/lstm_autoencoder_alpha.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/naikio/LSTM_encoder_decoder_for_prognostics/HEAD/train.py --------------------------------------------------------------------------------