GitHub - TatjanaChernenko/Predictive-Maintenance-with-LSTM: Predictive Maintenance: Use LSTM to predict failure (binary classification) and RUL (remaining useful life or time to failure with regression) of aircraft engines.

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Predictive Maintenance: Use LSTM to predict failure (binary classification) and RUL (remaining useful life or time to failure with regression) of aircraft engines.

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
.ipynb_checkpoints		.ipynb_checkpoints
.DS_Store		.DS_Store
Aircrafts_Predictive_Maintenance_with_LSTM.ipynb		Aircrafts_Predictive_Maintenance_with_LSTM.ipynb
Binary_classification_LSTM.jpg		Binary_classification_LSTM.jpg
Binary_classification_LSTM.png		Binary_classification_LSTM.png
LSTM_binary_classif_model_loss_train.png		LSTM_binary_classif_model_loss_train.png
LSTM_binary_classif_model_train_accuracy.png		LSTM_binary_classif_model_train_accuracy.png
LSTM_fail_prediction_binary_classif_results_table.html		LSTM_fail_prediction_binary_classif_results_table.html
PM_test.txt		PM_test.txt
PM_train.txt		PM_train.txt
PM_truth.txt		PM_truth.txt
binary_submit_test.csv		binary_submit_test.csv
binary_submit_train.csv		binary_submit_train.csv
dataSchema1.jpeg		dataSchema1.jpeg
engine-airplane-free-image-2048x1365.jpg		engine-airplane-free-image-2048x1365.jpg
failure_prediction_binary_lstm.pkl		failure_prediction_binary_lstm.pkl
labeling_1.jpeg		labeling_1.jpeg
model.png		model.png
sampleData.jpeg		sampleData.jpeg

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Predictive Maintenance: Use LSTM to predict failure (binary classification) and RUL (remaining useful life or time to failure with regression) of aircraft engines.

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