عنوان
پدید آورنده
موضوع
رده
Q 325.5 .G66 2016
Q
325
.
5
.
G66
2016
کتابخانه
محل استقرار
English
author
Deep learning
London
The MIT Press
c2016
xxii, 775 p.: ill.)some col.( ; 24 cm
Adaptive computation and machine learning
Includes bibliographical references )pages 711-766( and index
Ian Goodfellow, Yoshua Bengio, and Aaron Courville
1
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
، Machine learning
006
.
3/1
Q
325
.
5
.
G66
2016
Goodfellow, Ian
AU
AU Bengio, Yoshua author
AU Courville, Aaron author
TI
SE
