AE4ND

Library

Requirements

• Python: Python 3.*
• Packages: requirements.txt

Installation

$ cd source

$ virtualenv -p python3 venv

$ source venv/bin/activate

$ pip install -r requirements.txt

How to Use

Inside the timely folder, there are the models and transformed implemented and tested in industrial use case, instead in demo there is an example of anomaly detection application

Novelty Detection Model

• CNN AutoEncoder
• LSTM AutoEncoder
• MLP AutoEncoder
• Setup Clustering
• Isolation Forest
• One Class SVM
• Local Outlier Factor (LOF)
• PCA Anomaly Detection