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Bestseller
BestsellerE-Book
Author Goodfellow, Ian.

Title Deep learning / Ian Goodfellow, Yoshua Bengio, Aaron Courville.

Publication Info. Cambridge, Massachusetts : The MIT Press, [2016]

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Location Call No. Status
 University of Saint Joseph: Pope Pius XII Library - Internet  WORLD WIDE WEB E-BOOK MIT    Downloadable
Please click here to access this MIT resource
Description 1 ressource en ligne : illustrations certaines en couleur.
Series Adaptive computation and machine learning
Bibliography Comprend des références bibliographiques et un index.
Contents 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.
Note Titre de la page de titre de la ressource en ligne (visionné le 9 février 2017).
Local Note MIT Press DTL OA MIT Titles
Subject Machine learning.
Machine learning. (OCoLC)fst01004795
Added Author Bengio, Yoshua.
Courville, Aaron.
ISBN 9780262035613 (hardcover ; alkaline paper)
0262035618 (hardcover ; alkaline paper)
9780262337434
0262337436
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