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Generative deep learning : = teaching machines to paint, write, compose, and play /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Generative deep learning :/ David Foster ; foreword by Karl Friston.
Reminder of title:	teaching machines to paint, write, compose, and play /
Author:	Foster, David
other author:	Friston, K. J.
Published:	Sebastopol, CA :O'Reilly Media, : 2023.,
Description:	xxvi, 426 p. :ill. (chiefly col.), col. ports. ; : 24 cm.;
Subject:	Deep learning (Machine learning) -
ISBN:	9781098134181 (pbk.) :

Generative deep learning : = teaching machines to paint, write, compose, and play /
Foster, David(Business consultant),

Generative deep learning :teaching machines to paint, write, compose, and play /David Foster ; foreword by Karl Friston. - 2nd ed. - Sebastopol, CA :O'Reilly Media,2023. - xxvi, 426 p. :ill. (chiefly col.), col. ports. ;24 cm.

Includes bibliographical references and index.

Generative modeling -- Deep learning -- Variational autoencoders -- Generative adversarial networks -- Autoregressive models -- Normalizing flow models -- Energy-based models -- Diffusion models -- Transformers -- Advanced GANs -- Music generation -- World models -- Multimodal models -- Conclusion.

ISBN: 9781098134181 (pbk.) :NT2601

Nat. Bib. No.: GBC3A9087bnb

Nat. Bib. Agency Control No.: 021071721UkSubjects--Topical Terms:

1381171
Deep learning (Machine learning)

LC Class. No.: Q325.5 / .F67 2023

Dewey Class. No.: 006.31

Generative deep learning : = teaching machines to paint, write, compose, and play /
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100 1 $a Foster, David $c (Business consultant), $e author. $3 1460356
245 1 0 $a Generative deep learning : $b teaching machines to paint, write, compose, and play / $c David Foster ; foreword by Karl Friston.
250 $a 2nd ed.
260 # $a Sebastopol, CA : $b O'Reilly Media, $c 2023.
300 $a xxvi, 426 p. : $b ill. (chiefly col.), col. ports. ; $c 24 cm.
504 $a Includes bibliographical references and index.
505 0 # $a Generative modeling -- Deep learning -- Variational autoencoders -- Generative adversarial networks -- Autoregressive models -- Normalizing flow models -- Energy-based models -- Diffusion models -- Transformers -- Advanced GANs -- Music generation -- World models -- Multimodal models -- Conclusion.
650 # 0 $a Deep learning (Machine learning) $3 1381171
650 # 0 $a Machine learning. $3 561253
650 # 0 $a Artificial intelligence. $3 559380
650 # 0 $a Neural networks (Computer science) $3 528588
650 # 0 $a Generative programming (Computer science) $v Congresses. $3 892889
700 1 # $a Friston, K. J. $q (Karl J.) $3 789150