Deep learning / (Record no. 383206)
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000 -LEADER | |
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fixed length control field | 01754nam a22003137a 4500 |
001 - CONTROL NUMBER | |
control field | 19134018 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | APU |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20221111164136.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 160613t20162016nyua b 001 0 eng |
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
LC control number | 2016022992 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9780262035613 (hardcover : alk. paper) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 0262035618 (hardcover : alk. paper) |
040 ## - CATALOGING SOURCE | |
Original cataloging agency | DLC |
Language of cataloging | eng |
Transcribing agency | APU |
Modifying agency | SF |
042 ## - AUTHENTICATION CODE | |
Authentication code | pcc |
050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
Classification number | Q325.5 |
Item number | .G66 2016 |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 006.3/1 |
Edition number | 23 |
100 1# - MAIN ENTRY--PERSONAL NAME | |
Personal name | Goodfellow, Ian, |
9 (RLIN) | 46262 |
245 10 - TITLE STATEMENT | |
Title | Deep learning / |
Statement of responsibility, etc | Ian Goodfellow, Yoshua Bengio, and Aaron Courville. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication, distribution, etc | New York : |
Name of publisher, distributor, etc | Springer, |
Date of publication, distribution, etc | c2016 |
300 ## - PHYSICAL DESCRIPTION | |
Extent | xxii, 775 p. : |
Other physical details | ill. (some col. ) ; |
Dimensions | 24 cm. |
490 0# - SERIES STATEMENT | |
Series statement | Adaptive computation and machine learning |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc | Includes bibliographical references (pages 711-766) and index. |
505 0# - FORMATTED CONTENTS NOTE | |
Formatted contents note | Applied math and machine learning basics. Linear algebra -- Probability and information theory -- Numerical computation -- Machine learning basics -- Deep networks: modern practices. Deep feedforward networks -- Regularization for deep learning -- Optimization for training deep models -- Convolutional networks -- Sequence modeling: recurrent and recursive nets -- Practical methodology -- Applications -- Deep learning research. Linear factor models -- Autoencoders -- Representation learning -- Structured probabilistic models for deep learning -- Monte Carlo methods -- Confronting the partition function -- Approximate inference -- Deep generative models. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Machine learning, |
9 (RLIN) | 46263 |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Bengio, Yoshua, |
9 (RLIN) | 11978 |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Courville, Aaron, |
9 (RLIN) | 46264 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | |
Koha item type | Book |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Invoice number | Cost, normal purchase price | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date checked out | Copy number | Cost, replacement price | Price effective from | Koha item type | PO number |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Not Withdrawn | Available | Not Damaged | Available for loan | Book | APU Library | APU Library | Open Shelf | 24/08/2020 | IBS Buku | I-041791 | 311.04 | 4 | 3 | Q325.5 .G66 2016 c.1 | 00012808 | 12/08/2024 | 31/07/2024 | 1 | 311.04 | 24/08/2020 | General Circulation | U-2020/08/1017 |