├── README.md ├── Sensor Anomaly Detection.ipynb ├── Sensor Anomaly Detection.pdf └── Sensor Data ├── Bearing_Sensor_Data_pt1.zip └── Bearing_Sensor_Data_pt2.zip /README.md: -------------------------------------------------------------------------------- 1 | # LSTM-Autoencoder-for-Anomaly-Detection 2 | AI deep learning neural network for anomaly detection using Python, Keras and TensorFlow 3 | 4 | This repository contains the code and data for the following Medium article: 5 | https://towardsdatascience.com/lstm-autoencoder-for-anomaly-detection-e1f4f2ee7ccf?source=friends_link&sk=efc29d7bb24fbdfa4ac238f32e2abf7f 6 | -------------------------------------------------------------------------------- /Sensor Anomaly Detection.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BLarzalere/LSTM-Autoencoder-for-Anomaly-Detection/db20db37d9d533bb91a3b2549d896047e03a3f3c/Sensor Anomaly Detection.pdf -------------------------------------------------------------------------------- /Sensor Data/Bearing_Sensor_Data_pt1.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BLarzalere/LSTM-Autoencoder-for-Anomaly-Detection/db20db37d9d533bb91a3b2549d896047e03a3f3c/Sensor Data/Bearing_Sensor_Data_pt1.zip -------------------------------------------------------------------------------- /Sensor Data/Bearing_Sensor_Data_pt2.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BLarzalere/LSTM-Autoencoder-for-Anomaly-Detection/db20db37d9d533bb91a3b2549d896047e03a3f3c/Sensor Data/Bearing_Sensor_Data_pt2.zip --------------------------------------------------------------------------------