ECG Anomaly Detection - MLflow Tracking

• Finding conspicuous electrocardiograms (ECG).
• ECG5000 dataset link.
• Model: LSTM Autoencoder which is used in [1].
  • [1] Pankaj Malhotra, Anusha Ramakrishnan, Gaurangi Anand, Lovekesh Vig, Puneet Agarwal, Gautam Shroff: LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection. CoRR abs/1607.00148 (2016)
  • ^{Disclaimer: Large parts of the code are reproduced from Venelin Valkov}