Generative deep learning : (Record no. 297337)
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000 -LEADER | |
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fixed length control field | 01221nam a22001817a 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 978-93-5213-871-5 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 006.31 |
Item number | FOS-G |
100 ## - MAIN ENTRY--PERSONAL NAME | |
Personal name | Foster, David |
245 ## - TITLE STATEMENT | |
Title | Generative deep learning : |
Remainder of title | Teaching machines to paint, write, compose, and play |
Statement of responsibility, etc. | DAVID FOSTER |
250 ## - EDITION STATEMENT | |
Edition statement | 1 Ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
Place of publication, distribution, etc. | Mumbai: |
Name of publisher, distributor, etc. | O'Reilly: Shroff Publishers and Distributors, |
Date of publication, distribution, etc. | c.2019. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | xv+308p. |
505 ## - FORMATTED CONTENTS NOTE | |
Formatted contents note | Part 1. Introduction to generative deep learning. Generative modeling --<br/>Deep learning --<br/>Variational autoencoders --<br/>Generative adversarial networks --<br/>Part 2. Teaching machines to paint, write, compose, and play. Paint --<br/>Write --<br/>Compose --<br/>Play --<br/>The future of generative modeling --<br/>Conclusion. |
520 ## - SUMMARY, ETC. | |
Summary, etc. | 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. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Machine learning. Artificial intelligence. Neural networks (Computer science) Generative programming (Computer science) |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Demarest, Rebecca |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | Book |
Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Date last checked out | Price effective from | Koha item type |
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Dept. of Computational Biology and Bioinformatics | Dept. of Computational Biology and Bioinformatics | Processing Center | 14/09/2020 | 3 | 006.31 FOS-G | DCB3857 | 18/09/2023 | 10/05/2023 | 14/09/2020 | Book |