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Deep Learning on Graphs - (BookRAR)

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_NAME_:Deep Learning on Graphs - (BookRAR)
Description:

Description

Deep learning on graphs has become one of the hottest topics in machine learning. The book consists of four parts to best accommodate our readers with diverse backgrounds and purposes of reading. Part 1 introduces basic concepts of graphs and deep learning; Part 2 discusses the most established methods from the basic to advanced settings; Part 3 presents the most typical applications including natural language processing, computer vision, data mining, biochemistry and healthcare; and Part 4 describes advances of methods and applications that tend to be important and promising for future research. The book is self-contained, making it accessible to a broader range of readers including (1) senior undergraduate and graduate students; (2) practitioners and project managers who want to adopt graph neural networks into their products and platforms; and (3) researchers without a computer science background who want to use graph neural networks to advance their disciplines.

Book Details

   Language: English
   Published: 2021
   ISBN: 1108831745
   Format: PDF
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Catégorie:Books
Langue :English  English
Taille totale:28.20 MB
Info Hash:FD6B3203E305D6C5E37101BAF1DE1C649531F8A1
Ajouté par:bookrar Verified UploaderBook Worm
Date:2021-09-11 17:21:43
Statut Torrent:Torrent Verified


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