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Deep Learning on Graphs - (BookRAR)

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名前: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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カテゴリ:Books
言語:English  English
合計サイズ:28.20 MB
情報のハッシュ:FD6B3203E305D6C5E37101BAF1DE1C649531F8A1
を追加することによって:bookrar Verified UploaderBook Worm
追加日:2021-09-11 17:21:43
トレントステータス:Torrent Verified


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