عنوان
پدید آورنده
موضوع
رده
RC78.7.D53 .T46 2019
RC78
.
7
.
D53
.
T46
2019
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1617294799
(Number (ISBN
9781617294792
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Deep learning for search /
General Material Designation
[Book]
First Statement of Responsibility
Tommaso Teofili ; foreword by Chris Mattmann.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Shelter Island, NY :
Name of Publisher, Distributor, etc.
Manning Publications Co.,
Date of Publication, Distribution, etc.
[2019]
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xxi, 303 pages) :
Other Physical Details
illustrations
GENERAL NOTES
Text of Note
Includes index.
CONTENTS NOTE
Text of Note
Part 1. Search meets deep learning. Neural search -- Generating synonyms -- Part 2. Throwing neural nets at a search engine. From plain retrieval to text generation -- More-sensitive query suggestions -- Ranking search results with word embeddings -- Document embeddings for rankings and recommendations -- Part 3. One step beyond. Searching across languages -- Content-based image search -- A peek at performance.
0
SUMMARY OR ABSTRACT
Text of Note
"Deep learning handles the toughest search challenges, including imprecise search terms, badly indexed data, and retrieving images with minimal metadata. And with modern tools like DL4J and TensorFlow, you can apply powerful DL techniques without a deep background in data science or natural language processing (NLP). This book will show you how. "Deep learning for search" teaches you to improve your search results with neural networks. You'll review how DL relates to search basics like indexing and ranking. Then, you'll walk through in-depth examples to upgrade your search with DL techniques using Apache Lucene and Deeplearning4j. As the book progresses, you'll explore advanced topics like searching through images, translating user queries, and designing search engines that improve as they learn!"--
OTHER EDITION IN ANOTHER MEDIUM
Title
Deep learning for search.
TOPICAL NAME USED AS SUBJECT
Machine learning.
Neural networks (Computer science)
Web search engines.
Web sites-- Design.
Machine learning.
Neural networks (Computer science)
Web search engines.
Web sites-- Design.
DEWEY DECIMAL CLASSIFICATION
Number
006
.
31
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
RC78
.
7
.
D53
Book number
.
T46
2019
PERSONAL NAME - PRIMARY RESPONSIBILITY
Teofili, Tommaso.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Mattmann, Chris.
ORIGINATING SOURCE
Date of Transaction
20200823050541.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
