Generative deep learning : teaching machines to paint, write, compose, and play
(Book)
Author
Published
Sebastopol, CA : O'Reilly Media, Inc., 2019.
Status
Shirlington - Adult Nonfiction
006.31 FOSTE
1 available
006.31 FOSTE
1 available
Copies
Location | Call Number | Status |
---|---|---|
Shirlington - Adult Nonfiction | 006.31 FOSTE | Available |
Description
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More Details
Published
Sebastopol, CA : O'Reilly Media, Inc., 2019.
Format
Book
Physical Desc
xv, 308 pages : illustrations (chiefly color) ; 24 cm
Language
English
Notes
Bibliography
Includes bibliographical references and index.
Description
"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, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders, generative adversarial networks (GANs), encoder-decoder 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 cutting-edge algorithms in the field. Through tips and tricks, you'll understand how to make your models learn more efficiently and become more creative."--Amazon.com.
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Citations
APA Citation, 7th Edition (style guide)
Foster, D. (2019). Generative deep learning: teaching machines to paint, write, compose, and play (First edition.). O'Reilly Media, Inc..
Chicago / Turabian - Author Date Citation, 17th Edition (style guide)Foster, David. 2019. Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play. O'Reilly Media, Inc.
Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)Foster, David. Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play O'Reilly Media, Inc, 2019.
MLA Citation, 9th Edition (style guide)Foster, David. Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play First edition., O'Reilly Media, Inc., 2019.
Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.
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