Deep learning/ (Record no. 198806)
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| 000 -LEADER | |
|---|---|
| fixed length control field | a |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780262035613 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0262035618 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | CUS |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | GOO/D |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Goodfellow, Ian |
| 245 ## - 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. | Cambridge: |
| Name of publisher, distributor, etc. | The MIT Press, |
| Date of publication, distribution, etc. | ©2016. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxii, 775 p. : |
| Other physical details | ill. ; |
| Dimensions | 24 cm. |
| 440 ## - SERIES | |
| Title | (Adaptive computation and machine learning) |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction --<br/>Applied math and machine learning basics. Linear algebra --<br/>Probability and information theory --<br/>Numerical computation --<br/>Machine learning basics --<br/>Deep networks: modern practices. Deep feedforward networks --<br/>Regularization for deep learning --<br/>Optimization for training deep models --<br/>Convolutional networks --<br/>Sequence modeling: recurrent and recursive nets --<br/>Practical methodology --<br/>Applications --<br/>Deep learning research. Linear factor models --<br/>Autoencoders --<br/>Representation learning --<br/>Structured probabilistic models for deep learning --<br/>Monte Carlo methods --<br/>Confronting the partition function --<br/>Approximate inference --<br/>Deep generative models. |
| 650 ## - SUBJECT | |
| Keyword | Machine learning |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Bengio, Yoshua |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Courville, Aaron |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | General Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Full call number | Accession number | Date last seen | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Central Library, Sikkim University | Central Library, Sikkim University | General Book Section | 06/02/2020 | 4531.94 | 006.31 GOO/D | 48062 | 06/02/2020 | General Books |