01759nam\a2200301\a\4500 57809 20260519155225.0 260519t20162016maua b 001 0 eng 9780262035613 hardcover : alk. paper 0262035618 hardcover : alk. paper DLC eng DLC rda BD-DhIUB 006.31 23 G6461d Goodfellow, Ian, author. Deep learning / Ian Goodfellow, Yoshua Bengio, and Aaron Courville. England: England: The MIT press: 2018 xxii, 775 pages : illustrations (some color) ; 24 cm. Adaptive computation and machine learning Includes bibliographical references (pages 711-766) and index. 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. LIB ps REF Omni concept Machine learning, Bengio, Yoshua, author. Courville, Aaron, author. ddc BK 57809 57983 0 0 ddc 0 1 IUBL IUBL REF 2026-05-07 PURCHASE 9745.00 2016 0 006.31 G6461d 029683 2026-05-19 15:54:53 01 19490.00 2026-05-07 BK