Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play,Used
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play,Used

Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play,Used

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Generative modeling is one of the hottest topics in AI. It??s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machinelearning engineers and data scientists will discover how to recreate some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoderdecoder models, and world models.Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cuttingedge algorithms in the field. Through tips and tricks, you??ll understand how to make your models learn more efficiently and become more creative. Discover how variational autoencoders can change facial expressions in photos Build practical GAN examples from scratch, including CycleGAN for style transfer and MuseGAN for music generation Create recurrent generative models for text generation and learn how to improve the models using attention Understand how generative models can help agents to accomplish tasks within a reinforcement learning setting Explore the architecture of the Transformer (BERT, GPT2) and image generation models such as ProGAN and StyleGAN

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We ship your order within 2–3 business days for USA deliveries and 5–8 business days for international shipments. Once your package has been dispatched from our warehouse, you'll receive an email confirmation with a tracking number, allowing you to track the status of your delivery.

Returns
To facilitate a smooth return process, a Return Authorization (RA) Number is required for all returns. Returns without a valid RA number will be declined and may incur additional fees. You can request an RA number within 15 days of the original delivery date. For more details, please refer to our Return & Refund Policy page.

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Warranty

We provide a 2-year limited warranty, from the date of purchase for all our products.

If you believe you have received a defective product, or are experiencing any problems with your product, please contact us.

This warranty strictly does not cover damages that arose from negligence, misuse, wear and tear, or not in accordance with product instructions (dropping the product, etc.).

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