Beginning Anomaly Detection Using Python-Based Deep Learning: Implement Anomaly Detection Applications with Keras and PyTorch

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024

S. K. Adari, S. AllaBeginning Anomaly Detection Using Python-Based Deep Learninghttps://doi.org/10.1007/979-8-8688-0008-5_7

7. Generative Adversarial Networks

Suman Kalyan Adari¹   and Sridhar Alla²

(1)

Tampa, FL, USA

(2)

Delran, NJ, USA

 

In this chapter, you will learn about generative adversarial networks as well as how you can implement anomaly detection using them.

In a nutshell, this chapter covers the following topics:

• What is a generative adversarial network?

• Anomaly detection with generative adversarial networks

Note

Code examples are provided in Python 3.8. The code repository for this book is available at https://github.com/apress/beginning-anomaly-detection-python-deep-learning-2e/tree/master ...