Deep learning / Ian Goodfellow, Yoshua Bengio, and Aaron Courville.
Material type:
Item type | Current library | Collection | Call number | Status | Date due | Barcode |
---|---|---|---|---|---|---|
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CUTN Central Library
This is a searchable open catalogue of all library of the Central University of Tamil Nadu. |
Non-fiction | 006.31 GOO (Browse shelf(Opens below)) | Available | 36356 | |
![]() |
CUTN Central Library
This is a searchable open catalogue of all library of the Central University of Tamil Nadu. |
Non-fiction | 006.31 GOO (Browse shelf(Opens below)) | Available | 36357 | |
![]() |
CUTN Central Library
This is a searchable open catalogue of all library of the Central University of Tamil Nadu. |
Non-fiction | 006.31 GOO (Browse shelf(Opens below)) | Available | 34304 |
Linear algebra -- Probability and information theory -- Numerical computation -- Machine learning basics -- Deep feedforward networks -- Regularization for deep learning -- Optimization for training deep models -- Convolutional networks -- Sequence modeling: recurrent and recursive nets -- Practical methodology -- Applications -- Linear factor models -- Autoencoders -- Representation learning -- Structured probabilistic models for deep learning -- Monte Carlo methods -- Confronting the partition function -- Approximate inference -- Deep generative models.
Includes bibliographical references (pages 711-766) and index.
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