Normal view MARC view ISBD view

Deep Learning by Ian Goodfellow, Yoshua Bengio Aaron Courville

By: Goodfellow, Ian.
Contributor(s): Bengio, Yoshua | Courville, Aaron.
Material type: materialTypeLabelBookSeries: Adaptive Computation and Machine Learning. Publisher: Cambridge Massachusetts Institute of Technology 2016Description: 775p.ISBN: 9780262035613.Subject(s): Computer EngineeringDDC classification: 006.31
List(s) this item appears in: Machine Learning
Tags from this library: No tags from this library for this title. Log in to add tags.
    average rating: 5.0 (2 votes)
Item type Current location Collection Call number Status Date due Barcode Item holds
Book Book Institute of Technology
General 006.31 GOO (Browse shelf) Checked out 20/08/2019 T0048220
Book Book Institute of Technology
General 006.31 GOO (Browse shelf) Checked out 07/10/2019 T0048219
Book Book Institute of Technology
General 006.31 GOO (Browse shelf) Checked out 20/11/2019 T0048218
Book Book Institute of Technology
Reference 006.31 GOO (Browse shelf) Not For Loan T0048217
Total holds: 0

Part - 1: Applied Math and Machine Learning Basics
Linear Algebra
Probability and Information Theory
Numerical Computation
Machine Learning Basics
Part - 2: Deep Networks: Modern Practices
Deep Feed forward Networks
Regularization for Deep Learning
Optimization for Training Deep Models
Convolutional Networks
Sequence Modeling: Recurrent and Recursive Nets
Practical Methodology
Applications
Part - 3: 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
Bibliography
Index

There are no comments for this item.

Log in to your account to post a comment.

Copyrights © Nirma University 2018. All Right Reserved