Shypd.aiThe largest open index of AI toolsGenerative_Deep_Learning_2nd_Edition is an Open Source tool that provides the official code repository for the O'Reilly book, "Generative Deep Learning." It includes code examples and outlines for teaching machines to paint, write, compose, and play.
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Generative_Deep_Learning_2nd_Edition is the official code repository for the second edition of the O'Reilly book "Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play." This open-source resource provides practical code examples and outlines corresponding to the book's chapters, covering topics such as Variational Autoencoders, Generative Adversarial Networks, Autoregressive Models, Normalizing Flows, Energy-Based Models, Diffusion Models, Transformers, and advanced GANs. It is designed to help users learn and implement generative deep learning techniques, with instructions for setting up a Docker environment, downloading datasets, and using Tensorboard for monitoring experiments. The repository also includes guidance for using cloud virtual machines.
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