Finding the right resources for GANs in Action—the definitive guide by Jakub Langr and Vladimir Bok—is essential for anyone looking to master Generative Adversarial Networks. This book, published by Manning Publications, provides a hands-on approach to building and training these powerful AI models. The Official GitHub Repository
The official companion repository for the book GANs in Action: Deep Learning with Generative Adversarial Networks (published by Manning) is available on GitHub under the GANs-in-Action organization. Key Resources
The book and its companion code cover several critical architectures:
Note that this is a simplified example, and in practice, you may need to modify the architecture and training process of the GAN to achieve good results.
Use the GitHub README to see which notebook corresponds to which chapter. Note on PDFs:
: The official site where you can purchase the eBook (PDF/ePub) or access a live book preview. Manning LiveBook
References
®
TM