《Deep Learning》全書已完稿_附全書電子版


Deep Learning第一篇書籍最終問世了。站點鏈接:
http://www.deeplearningbook.org/

Bengio大神的《Deep Learning》全書電子版在百度網盤下載:
鏈接: http://pan.baidu.com/s/1dFyiqBZ password: 63sg

另附Opencv的學習視頻資料文檔的分享鏈接:
鏈接: http://pan.baidu.com/s/1kVdDsoR password: s4cr

全書文件夾例如以下
Table of Contents
Acknowledgements
Notation
1 Introduction
Part I: Applied Math and Machine Learning Basics
2 Linear Algebra
3 Probability and Information Theory
4 Numerical Computation
5 Machine Learning Basics
Part II: Modern Practical Deep Networks
6 Deep Feedforward Networks
7 Regularization
8 Optimization for Training Deep Models
9 Convolutional Networks
10 Sequence Modeling: Recurrent and Recursive Nets
11 Practical Methodology
12 Applications
Part III: Deep Learning Research
13 Linear Factor Models
14 Autoencoders
15 Representation Learning
16 Structured Probabilistic Models for Deep Learning
17 Monte Carlo Methods
18 Confronting the Partition Function
19 Approximate Inference
20 Deep Generative Models


免責聲明!

本站轉載的文章為個人學習借鑒使用,本站對版權不負任何法律責任。如果侵犯了您的隱私權益,請聯系本站郵箱yoyou2525@163.com刪除。



 
粵ICP備18138465號   © 2018-2025 CODEPRJ.COM