Author: Jeremy Vachier
Date: 2024
Anamaly detection plays an important role in predictive maintenance. Often anomalies are particularly difficult to identify. In this notebook, different models are compared
- Isolation Forest
- AutoEncoders:
a- Deep Neural Network
b- Recurrent Neural Network (LSTM) - Variational AutoEncoder: Recurrent Neural Network (LSTM)
Also available on my Kaggle profile:
https://www.kaggle.com/jvachier/anomaly-detection