README.md

Anomaly Detection: From Decision Tree to Generative Model - GPU

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

1. Isolation Forest
2. AutoEncoders:
   a- Deep Neural Network
   b- Recurrent Neural Network (LSTM)
3. Variational AutoEncoder: Recurrent Neural Network (LSTM)

Also available on my Kaggle profile:
https://www.kaggle.com/jvachier/anomaly-detection