├── .gitignore ├── LICENSE ├── README.md ├── data └── README.md ├── data_analysis.ipynb ├── data_generator.py ├── data_util.py ├── doc └── images │ ├── 20190108T0101_diff.png │ ├── data_fragment.png │ ├── engine_predictions.png │ ├── model.png │ ├── prediction_first_batch.png │ ├── prediction_test_FD002.png │ ├── test_predictions.png │ └── test_predictions_hist.png ├── model ├── engine_model.h5 └── engine_pipeline.pkl ├── model_prediction.ipynb ├── requirements.txt ├── train.ipynb └── util.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sabderra/predictive-maintenance-lstm/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sabderra/predictive-maintenance-lstm/HEAD/LICENSE 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