| Document Type
|
:
|
BL
|
| Record Number
|
:
|
877153
|
| Main Entry
|
:
|
Charniak, Eugene
|
| Title & Author
|
:
|
Introduction to deep learning /\ Eugene Charniak.
|
| Publication Statement
|
:
|
Cambridge, Massachusetts :: The MIT Press,, [2018]
|
| Page. NO
|
:
|
xii, 174 pages :: illustrations ;; 24 cm
|
| ISBN
|
:
|
0262039516
|
|
|
:
|
: 9780262039512
|
| Bibliographies/Indexes
|
:
|
Includes bibliographical references (pages 165-168) and index.
|
| Contents
|
:
|
Feed-forward neural nets -- Tensorflow -- Convolutional neural networks -- Word embeddings and recurrent NNs -- Sequence-to-sequence learning -- Deep reinforcement learning -- Unsupervised neural-network models.
|
| Abstract
|
:
|
A project-based guide to the basics of deep learning.
|
| Subject
|
:
|
Computational learning theory.
|
| Subject
|
:
|
Computational learning theory.
|
| Subject
|
:
|
Deep learning
|
| Dewey Classification
|
:
|
006.3/1
|
| LC Classification
|
:
|
Q325.7.C43 2018
|