科学网[转载]Deep Learning 教程翻译
非常激动地宣告，Stanford 教授 Andrew Ng 的 Deep Learning 教程，于今日，2013年4月8日，全部翻译成中文。这是中国屌丝军团，从2月20日战役打响之日，经过 50 天的团结奋战，取得的全面彻底的胜利。
此次战役的巨大胜利，之所以令人激动，有三方面的原因。
1. 在 Stanford 网站这个规模不算大，但是行业影响可观的舞台上，彰显了中国屌丝们，旺盛的求战热情，迅猛顽强的战斗作风，训练有素的战术技能。
2. 在 50 天的奋战里，不仅让全球的观众们，见识了中国屌丝的单兵技能，而且更令人印象深刻的是，中国军团的出色的合作精神。他们积极奉献，不争名次高下，相互鼓励，不嫉妒不挖苦，不仅动作迅猛、干净利索地完成自己的任务，而且积极补位，协助团队成员的更快更好地完成任务。
3. 这是国际众包，这种新型项目合作的有益尝试。Andrew Ng 教授在钦佩中国军队的强大的战斗力的同时，正在与我们积极探讨下一步的合作，例如，创办一个 OpenDL 开源项目孵化平台。详情今后陆续爆料。
战果详见 http://http://www.zjjv.com///s/ry6iV/1361635526
Translation Submission Time： 2013/02/23
First Run Reviewer： @大黄蜂的思索
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rA0am/1361678203
First Run Reviewed Version Submission Time： 2013/02/24
Second Run Reviewer： @我是DarkScope
Second Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rJEzP
Second Run Reviewed Version Submission Time： 2013/02/25
02. Backpropagation Algorithm （Done）
http://http://www.zjjv.com///s/rdwe1/1361387285
Translation Submission Time： 2013/02/21
First Run Reviewer： @大黄蜂的思索
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rpKkk/1361533701
First Run Reviewed Version Submission Time： 2013/02/22
03. Gradient checking and advanced optimization （TODO: 编辑译者姓名，加中英文对照）
http://http://www.zjjv.com///s/rr91K
Translation Submission Time： 2013/02/22
First Run Reviewer： @GuitarFang
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rs0Kx/1361555898
First Run Reviewed Version Submission Time： 2013/02/23
Second Run Reviewer： @大黄蜂的思索
Second Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rH0f2/1361768967http://http://www.zjjv.com///s/rH0f2
Second Run Reviewed Version Submission Time： 2013/02/25
04. Autoencoders and Sparsity （TODO: 等待终审）
Upload to: http://http://www.zjjv.com///s/rwLOv
Translation Submission Time： 2013/02/23
First Run Reviewer： @达博西
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/stoLE/1362390355
First Run Reviewed Version Submission Time： 2013/03/04
Second Run Reviewer： @大黄蜂的思索
Second Run Reviewed Version Download Address： http://http://www.zjjv.com///s/spwB6
Second Run Reviewed Version Submission Time： 2013/03/04
05. Visualizing a Trained Autoencoder （TODO: 等待终审）
Upload to: http://http://www.zjjv.com///s/rhHXW/1361439836
Translation Submission Time： 2013/02/21
First Run Reviewer： @AllenV7
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rnx--
First Run Reviewed Version Submission Time： 2013/02/22
Second Run Reviewer： @数据鱼
Second Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rsP3h
Second Run Reviewed Version Submission Time： 2013/02/23
Third Run Reviewer： @小琳爱肉肉
Third Run Reviewed Version Download Address： http://http://www.zjjv.com///s/ruF0M
Third Run Reviewed Version Submission Time： 2013/02/23
06. Sparse Autoencoder Notation Summary （TODO: 等待终审）
Upload to: http://http://www.zjjv.com///s/razx1/1361357492
Translation Submission Time： 2013/02/20
First Run Reviewer： @JerryLead
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rrJuM/1361550710
First Run Reviewed Version Submission Time： 2013/02/21
Vectorized implementation
07. Vectorization （TODO: 加中英文对照）
http://http://www.zjjv.com///s/ryl1i
Translation Submission Time： 2013/02/24
First Run Reviewer： @咖灰茶
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rSx6S/1361891594
First Run Reviewed Version Submission Time： 2013/02/24
08. Logistic Regression Vectorization Example （TODO: 编辑译者姓名，加中英文对照）
http://http://www.zjjv.com///s/rfySQ
Translation Submission Time： 2013/02/20
First Run Reviewer： @谭晓阳_南航
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rfy_7
First Run Reviewed Version Submission Time： 2013/02/21
09. Neural Network Vectorization （TODO: 编辑译者姓名，加中英文对照）
http://http://www.zjjv.com///s/rfkXo/1361419853
Translation Submission Time： 2013/02/20
First Run Reviewer： @谭晓阳_南航
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rDyUr
First Run Reviewed Version Submission Time： 2013/03/24
Preprocessing: PCA and Whitening
10. PCA （TODO: 编辑译者姓名）
http://http://www.zjjv.com///s/rmTWK/1361509174
Translation Submission Time： 2013/02/22
First Run Reviewer： @Dr金峰
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rETiI
First Run Reviewed Version Submission Time： 2013/02/25
Second Run Reviewer： @破破的桥
Second Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rQAPJ/1361875890
Second Run Reviewed Version Submission Time： 2013/02/26
11. Whitening （TODO: 编辑译者姓名，加中英文对照）
http://http://www.zjjv.com///s/raKnh
Translation Submission Time： 2013/02/20
First Run Reviewer： @咖灰茶
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rmj7f/1361503040
First Run Reviewed Version Submission Time： 2013/02/22
12. Implementing PCA/Whitening （TODO: 编辑译者姓名，加中英文对照）
http://http://www.zjjv.com///s/rt8t3
Translation Submission Time： 2013/02/23
First Run Reviewer： @Emma_lzhang
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/ryRwP
First Run Reviewed Version Submission Time： 2013/02/24
Softmax Regression
13. Softmax Regression （TODO: 加中英文对照）
http://http://www.zjjv.com///s/rBvdX?sudaref=weibo.com
Translation Submission Time： 2013/02/24
First Run Reviewer： @GuitarFang
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/r_q2_/1361989744
First Run Reviewed Version Submission Time： 2013/02/28
Self-Taught Learning and Unsupervised Feature Learning
14. Self-Taught Learning （TODO: 加中英文对照）
http://http://www.zjjv.com///s/rqdqu
Translation Submission Time： 2013/02/22
First Run Reviewer： @晓风_机器学习
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/ryzBn
First Run Reviewed Version Submission Time： 2013/02/24
Building Deep Networks for Classification
15. From Self-Taught Learning to Deep Networks （TODO: 编辑译者姓名，加中英文对照）
http://http://www.zjjv.com///s/rB66-
Translation Submission Time： 2013/02/24
First Run Reviewer： @ztyan
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/sdzoQ/1362193504
First Run Reviewed Version Submission Time： 2013/03/02
16. Deep Networks: Overview （TODO: 等待终审）
Upload to: http://http://www.zjjv.com///s/ru9TD/1361600447
Translation Submission Time： 2013/02/23
First Run Reviewer： @谭晓阳_南航
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/s7JBE
First Run Reviewed Version Submission Time： 2013/03/01
17. Stacked Autoencoders （TODO: 等待终审）
Upload to: http://http://www.zjjv.com///s/rvp1G
Translation Submission Time： 2013/02/23
First Run Reviewer： @邓亚峰-人脸识别
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/sbKhC
First Run Reviewed Version Submission Time： 2013/03/01
18. Fine-tuning Stacked AEs （TODO: 等待终审）
Upload to: http://http://www.zjjv.com///s/rl1ON/1361474714
Translation Submission Time： 2013/02/22
First Run Reviewer： @余凯_西二旗民工
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/ruUWM
First Run Reviewed Version Submission Time： 2013/02/23
Linear Decoders with Autoencoders
19. Linear Decoders （TODO: 加中英文对照）
http://http://www.zjjv.com///s/rkY-T
Translation Submission Time： 2013/02/22
First Run Reviewer： @小狗笑啦
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rnnTq
First Run Reviewed Version Submission Time： 2013/02/22
Working with Large Images
20. Feature extraction using convolution （TODO: 等待终审）
Upload to: http://http://www.zjjv.com///s/rs8DL/1361560681
Translation Submission Time： 2013/02/23
First Run Reviewer： @交大基层代表
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rAw58/1361683615
First Run Reviewed Version Submission Time： 2013/02/24
21. Pooling （TODO: 编辑译者姓名）
http://http://www.zjjv.com///s/ri8-6/1361444371
Translation Submission Time： 2013/02/21
First Run Reviewer： @我是DarkScope
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rnnHY/1361512733
First Run Reviewed Version Submission Time： 2013/02/22
Second Run Reviewer： @邓亚峰-人脸识别
Second Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rrEMQ
Second Run Reviewed Version Submission Time： 2013/02/22
Miscellaneous Topics
22. Data Preprocessing （TODO: 加中英文对照）
http://http://www.zjjv.com///s/rjt8c/1361455520
Translation Submission Time： 2013/02/21
First Run Reviewer： @咖灰茶
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/ruUEd/1361608060
First Run Reviewed Version Submission Time： 2013/02/23
23. Deriving gradients using the backpropagation idea （TODO: 编辑译者姓名，加中英文对照）
http://http://www.zjjv.com///s/rp72P
Translation Submission Time： 2013/02/22
First Run Reviewer： @Liang-Yue_
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rsbDE/1361564160
First Run Reviewed Version Submission Time： 2013/02/23
Advanced Topics
24. Sparse Coding （TODO: 加中英文对照）
http://http://www.zjjv.com///s/rMZ-_/1361843783
Translation Submission Time： 2013/02/26
First Run Reviewer： @大黄蜂的思索
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rZJDT/1361978568
First Run Reviewed Version Submission Time： 2013/02/27
25. Sparse Coding: Autoencoder Interpretation （TODO: 加中英文对照）
http://http://www.zjjv.com///s/ro_dp
Translation Submission Time： 2013/02/22
First Run Reviewer： @Rachel____Zhang
First Run Reviewed Version Download Address： http://http://www.zjjv.com///s/rAWFS/1361688855
First Run Reviewed Version Submission Time： 2013/02/24
26. Independent Component Analysis （TODO: 编辑译者姓名，加中英文对照）
http://http://www.zjjv.com///blog-825190-782634.html
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