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://deeplearning.stanford.edu/wiki/index.php/UFLDL教程
请猛戳网页中所有链接。
以下是先前写的博客,包括项目的发起,以及状态的跟踪。保留于此,权作纪念。
http://deeplearning.stanford.edu/wiki/index.php/神经网络
Upload to: http://deeplearning.stanford.edu/wiki/index.php/神经网络 by: @天天吃泡芙成胖子 (done)
Final Version: http://deeplearning.stanford.edu/wiki/index.php/Neural_Networks_CN
Final Reviewer:
Final Reviewed Version Submission Date:
Translation Draft Download Address: http://vdisk.weibo.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://vdisk.weibo.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://vdisk.weibo.com/s/rJEzP
Second Run Reviewed Version Submission Time: 2013/02/25
http://deeplearning.stanford.edu/wiki/index.php/反向传导算法
Upload to: http://deeplearning.stanford.edu/wiki/index.php/反向传导算法 by: @GuitarFang (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translation Draft Download Address: http://vdisk.weibo.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://vdisk.weibo.com/s/rpKkk/1361533701
First Run Reviewed Version Submission Time: 2013/02/22
http://deeplearning.stanford.edu/wiki/index.php/梯度检验与高级优化
Upload to: http://deeplearning.stanford.edu/wiki/index.php/梯度检验与高级优化 by: @pocketwalker (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translation Draft Download Address: http://vdisk.weibo.com/s/rr91K
Translation Submission Time: 2013/02/22
First Run Reviewer: @GuitarFang
First Run Reviewed Version Download Address: http://vdisk.weibo.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://vdisk.weibo.com/s/rH0f2/1361768967 http://vdisk.weibo.com/s/rH0f2
Second Run Reviewed Version Submission Time: 2013/02/25
Upload to: http://deeplearning.stanford.edu/wiki/index.php/自编码算法与稀疏性 by: @上篮高手要抓紧时间少上微博 (Done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translation Draft Download Address: http://vdisk.weibo.com/s/rwLOv
Translation Submission Time: 2013/02/23
First Run Reviewer: @达博西
First Run Reviewed Version Download Address: http://vdisk.weibo.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://vdisk.weibo.com/s/spwB6
Second Run Reviewed Version Submission Time: 2013/03/04
Upload to: http://deeplearning.stanford.edu/wiki/index.php/可视化自编码器训练结果 by: @数据鱼 (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translation Draft Download Address: http://vdisk.weibo.com/s/rhHXW/1361439836
Translation Submission Time: 2013/02/21
First Run Reviewer: @AllenV7
First Run Reviewed Version Download Address: http://vdisk.weibo.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://vdisk.weibo.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://vdisk.weibo.com/s/ruF0M
Third Run Reviewed Version Submission Time: 2013/02/23
Upload to: http://deeplearning.stanford.edu/wiki/index.php/稀疏自编码器符号一览表 by: @自觉自愿来看老婆微博 (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @自觉自愿来看老婆微博
Translation Draft Download Address: http://vdisk.weibo.com/s/razx1/1361357492
Translation Submission Time: 2013/02/20
First Run Reviewer: @JerryLead
First Run Reviewed Version Download Address: http://vdisk.weibo.com/s/rrJuM/1361550710
First Run Reviewed Version Submission Time: 2013/02/21
http://deeplearning.stanford.edu/wiki/index.php/矢量化编程
Upload to: http://deeplearning.stanford.edu/wiki/index.php/矢量化编程 by: @caleb07 @咖灰茶 (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @caleb07
Translation Draft Download Address: http://vdisk.weibo.com/s/ryl1i
Translation Submission Time: 2013/02/24
First Run Reviewer: @咖灰茶
First Run Reviewed Version Download Address: http://vdisk.weibo.com/s/rSx6S/1361891594
First Run Reviewed Version Submission Time: 2013/02/24
http://deeplearning.stanford.edu/wiki/index.php/逻辑回归的向量化实现样例
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @大黄蜂的思索
Translation Draft Download Address: http://vdisk.weibo.com/s/rfySQ
Translation Submission Time: 2013/02/20
First Run Reviewer: @谭晓阳_南航
First Run Reviewed Version Download Address: http://vdisk.weibo.com/s/rfy_7
First Run Reviewed Version Submission Time: 2013/02/21
http://deeplearning.stanford.edu/wiki/index.php/神经网络向量化
Upload to: http://deeplearning.stanford.edu/wiki/index.php/神经网络向量化 by: @ztyan (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @ztyan
Translation Draft Download Address: http://vdisk.weibo.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://vdisk.weibo.com/s/rDyUr
First Run Reviewed Version Submission Time: 2013/03/24
http://deeplearning.stanford.edu/wiki/index.php/主成分分析
Upload to: http://deeplearning.stanford.edu/wiki/index.php/主成分分析 by: @Emma_lzhang (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @交大基层代表 @Emma_lzhang
Translation Draft Download Address: http://vdisk.weibo.com/s/rmTWK/1361509174
Translation Submission Time: 2013/02/22
First Run Reviewer: @Dr金峰
First Run Reviewed Version Download Address: http://vdisk.weibo.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://vdisk.weibo.com/s/rQAPJ/1361875890
Second Run Reviewed Version Submission Time: 2013/02/26
http://deeplearning.stanford.edu/wiki/index.php/白化
Upload to: http://deeplearning.stanford.edu/wiki/index.php/白化 by: @yhchuan (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @yhchuan
Translation Draft Download Address: http://vdisk.weibo.com/s/raKnh
Translation Submission Time: 2013/02/20
First Run Reviewer: @咖灰茶
First Run Reviewed Version Download Address: http://vdisk.weibo.com/s/rmj7f/1361503040
First Run Reviewed Version Submission Time: 2013/02/22
http://deeplearning.stanford.edu/wiki/index.php/实现主成分分析和白化
Upload to: http://deeplearning.stanford.edu/wiki/index.php/实现主成分分析和白化 by: @visualzhou
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @visualzhou
Translation Draft Download Address: http://vdisk.weibo.com/s/rt8t3
Translation Submission Time: 2013/02/23
First Run Reviewer: @Emma_lzhang
First Run Reviewed Version Download Address: http://vdisk.weibo.com/s/ryRwP
First Run Reviewed Version Submission Time: 2013/02/24
http://deeplearning.stanford.edu/wiki/index.php/Softmax回归
Upload to: http://deeplearning.stanford.edu/wiki/index.php/Softmax回归 by: @knighterzjy (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @knighterzjy
Translation Draft Download Address: http://vdisk.weibo.com/s/rBvdX?sudaref=weibo.com
Translation Submission Time: 2013/02/24
First Run Reviewer: @GuitarFang
First Run Reviewed Version Download Address: http://vdisk.weibo.com/s/r_q2_/1361989744
First Run Reviewed Version Submission Time: 2013/02/28
http://deeplearning.stanford.edu/wiki/index.php/自我学习
Upload to: http://deeplearning.stanford.edu/wiki/index.php/自我学习 by: @晓风_机器学习 (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @Call_Me_Zero
Translation Draft Download Address: http://vdisk.weibo.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://vdisk.weibo.com/s/ryzBn
First Run Reviewed Version Submission Time: 2013/02/24
http://deeplearning.stanford.edu/wiki/index.php/从自我学习到深层网络
Upload to: http://deeplearning.stanford.edu/wiki/index.php/从自我学习到深层网络 by: @幸福数据挖掘者
Final Reviewer:
Final Reviewed Version Submission Date:
Translation Draft Download Address: http://vdisk.weibo.com/s/rB66-
Translation Submission Time: 2013/02/24
First Run Reviewer: @ztyan
First Run Reviewed Version Download Address: http://vdisk.weibo.com/s/sdzoQ/1362193504
First Run Reviewed Version Submission Time: 2013/03/02
Upload to: http://deeplearning.stanford.edu/wiki/index.php/深度网络概览 by: @郑胤THU (Done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @郑胤THU
Translation Draft Download Address: http://vdisk.weibo.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://vdisk.weibo.com/s/s7JBE
First Run Reviewed Version Submission Time: 2013/03/01
Upload to: http://deeplearning.stanford.edu/wiki/index.php/栈式自编码算法 by: @小猴机器人 (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @小猴机器人
Translation Draft Download Address: http://vdisk.weibo.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://vdisk.weibo.com/s/sbKhC
First Run Reviewed Version Submission Time: 2013/03/01
Upload to: http://deeplearning.stanford.edu/wiki/index.php/微调多层自编码算法 by: @太二真人 (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @太二真人
Translation Draft Download Address: http://vdisk.weibo.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://vdisk.weibo.com/s/ruUWM
First Run Reviewed Version Submission Time: 2013/02/23
http://deeplearning.stanford.edu/wiki/index.php/线性解码器 (更改原标题,启用新wiki页面)
Upload to: http://deeplearning.stanford.edu/wiki/index.php/稀疏自编码重述 by: @小狗笑啦 @月蝕-eclipse (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @月蝕-eclipse
Translation Draft Download Address: http://vdisk.weibo.com/s/rkY-T
Translation Submission Time: 2013/02/22
First Run Reviewer: @小狗笑啦
First Run Reviewed Version Download Address: http://vdisk.weibo.com/s/rnnTq
First Run Reviewed Version Submission Time: 2013/02/22
Upload to: http://deeplearning.stanford.edu/wiki/index.php/卷积特征提取 by: @tobluestone (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @tobluestone
Translation Draft Download Address: http://vdisk.weibo.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://vdisk.weibo.com/s/rAw58/1361683615
First Run Reviewed Version Submission Time: 2013/02/24
http://deeplearning.stanford.edu/wiki/index.php/池化
Upload to: http://deeplearning.stanford.edu/wiki/index.php/池化 by: @ChenCYS (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @ChenCYS
Translation Draft Download Address: http://vdisk.weibo.com/s/ri8-6/1361444371
Translation Submission Time: 2013/02/21
First Run Reviewer: @我是DarkScope
First Run Reviewed Version Download Address: http://vdisk.weibo.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://vdisk.weibo.com/s/rrEMQ
Second Run Reviewed Version Submission Time: 2013/02/22
http://deeplearning.stanford.edu/wiki/index.php/数据预处理
Upload to: http://deeplearning.stanford.edu/wiki/index.php/数据预处理 by: @gausschen (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @gausschen
Translation Draft Download Address: http://vdisk.weibo.com/s/rjt8c/1361455520
Translation Submission Time: 2013/02/21
First Run Reviewer: @咖灰茶
First Run Reviewed Version Download Address: http://vdisk.weibo.com/s/ruUEd/1361608060
First Run Reviewed Version Submission Time: 2013/02/23
http://deeplearning.stanford.edu/wiki/index.php/用反向传导思想求导
Upload to: http://deeplearning.stanford.edu/wiki/index.php/用反向传导思想求导 by: @达博西 (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translation Draft Download Address: http://vdisk.weibo.com/s/rp72P
Translation Submission Time: 2013/02/22
First Run Reviewer: @Liang-Yue_
First Run Reviewed Version Download Address: http://vdisk.weibo.com/s/rsbDE/1361564160
First Run Reviewed Version Submission Time: 2013/02/23
http://deeplearning.stanford.edu/wiki/index.php/稀疏编码
Upload to: http://deeplearning.stanford.edu/wiki/index.php/稀疏编码 by: @大黄蜂的思索 (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @寅莹
Translation Draft Download Address: http://vdisk.weibo.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://vdisk.weibo.com/s/rZJDT/1361978568
First Run Reviewed Version Submission Time: 2013/02/27
http://deeplearning.stanford.edu/wiki/index.php/稀疏编码自编码表达
Upload to: http://deeplearning.stanford.edu/wiki/index.php/稀疏编码自编码表达 by: @齐子儿C @Rachel____Zhang (done)
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @齐子儿C
Translation Draft Download Address: http://vdisk.weibo.com/s/ro_dp
Translation Submission Time: 2013/02/22
First Run Reviewer: @Rachel____Zhang
First Run Reviewed Version Download Address: http://vdisk.weibo.com/s/rAWFS/1361688855
First Run Reviewed Version Submission Time: 2013/02/24
http://deeplearning.stanford.edu/wiki/index.php/独立成分分析
Upload to: http://deeplearning.stanford.edu/wiki/index.php/独立成分分析 by: @袁贞明
Final Reviewer:
Final Reviewed Version Submission Date:
Translator: @袁贞明
Translation Draft Download Address: http://vdisk.weibo.com/s/ruc3_/1361600900
Translation Submission Time: 2013/02/22
First Run Reviewer: @晓风_机器学习
First Run Reviewed Version Download Address: http://vdisk.weibo.com/s/r_lXM/1361987284
First Run Reviewed Version Submission Time: 2013/02/28
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