markdown format

Former-commit-id: 68bd7853de53db3302e786509077bf14b9414ff2

.gitignore

@@ -26,6 +26,9 @@ agreement.jpg
 dlbook_cn_public.tex
 dlbook_cn_public.bib
 font
+docs/_site/
+docs/images/
 
 main.bib
 main.tex
+

Chapter12/applications.tex

@@ -1,7 +1,5 @@
 % !Mode:: "TeX:UTF-8"
-% Translator:
-% Tianfan Fu: 12.1~12. 3
-% Shenjian Zhao: 12.4~12.5
+% Translator: Tianfan Fu: 12.1~12.3 Shenjian Zhao: 12.4~12.5
 \chapter{应用}
 \label{chap:applications}
 

Chapter15/representation_learning.tex

@@ -59,7 +59,7 @@ \chapter{\glsentrytext{representation_learning}}
 
 % -- 518 --
 
-\section{贪心地逐层\glsentrytext{unsupervised_pretraining}}
+\section{贪心地逐层\glsentrytext{unsupervised_pretraining} }
 \label{sec:greedy_layer_wise_unsupervised_pretraining}
 \gls{unsupervised_learning}在\gls{DNN}的复兴历史上起到了关键作用，使研究者首次可以训练不含诸如\gls{convolution}或者\gls{recurrence}这类特殊结构的深度监督网络。
 我们将这一过程称为\firstgls{unsupervised_pretraining}，或者更精确地，\firstgls{greedy_layer_wise_unsupervised_pretraining}。
@@ -71,7 +71,7 @@ \section{贪心地逐层\glsentrytext{unsupervised_pretraining}}
 如\algref{alg:pretraining}所示正式的表述。
 
 \begin{algorithm}
-\caption{{\em \gls{greedy_layer_wise_unsupervised_pretraining}的协定}\\
+\caption{ {\em \gls{greedy_layer_wise_unsupervised_pretraining}的协定}\\
 给定如下：无监督特征学习算法$\CalL$，$\CalL$使用训练集样本并返回\gls{encoder}或特征函数$f$。
 原始输入数据是$\MX$，每行一个样本，并且$f^{(1)}(\MX)$是第一阶段\gls{encoder}关于$\MX$的输出。
 在执行\gls{fine_tune}的情况下，我们使用学习者$\CalT$，并使用初始函数$f$，输入样本$\MX$（以及在监督\gls{fine_tune}情况下关联的目标$\MY$），并返回细调好函数。 阶段数为$m$。

Chapter2/linear_algebra.tex

@@ -909,7 +909,7 @@ \section{实例：\glsentrytext{PCA}}
 
 此时，使用单一矩阵来重述问题，比将问题写成求和形式更有帮助。
 这有助于我们使用更紧凑的符号。
-让$\MX\in\SetR^{m\times n}$是将描述点的向量堆叠在一起的矩阵，例如$\MX_{i,:}=\Vx^{{(i)}^\top}$。
+让$\MX\in\SetR^{m\times n}$是将描述点的向量堆叠在一起的矩阵，例如$\MX_{i,:}=\Vx^{(i)^\top}$。
 原问题可以重新表述为：
 \begin{equation}
     \Vd^* = \underset{\Vd}{\arg\min} \norm{\MX - \MX\Vd\Vd^\top}_F^2

Chapter6/deep_feedforward_networks.tex

@@ -1034,7 +1034,7 @@ \subsection{通用近似性质和深度}
 \else
 \centerline{\includegraphics[width=\textwidth]{Chapter6/figures/space_folding.jpg}}
 \fi
-\caption{% This is a screenshot.
+\caption{ % This is a screenshot.
 关于更深的整流网络具有指数优势的一个直观的几何解释，来自\cite{Montufar-et-al-NIPS2014}。 
 \emph{(左)}\gls{absolute_value_rectification}单元对其输入中的每对镜像点有相同的输出。
 镜像的对称轴由单元的权重和偏置定义的超平面给出。 在该单元顶部计算的函数（绿色决策面）将是横跨该对称轴的更简单模式的一个镜像。 

docs/Gemfile

@@ -0,0 +1,2 @@
+source 'https://rubygems.org'
+gem 'github-pages', group: :jekyll_plugins

docs/Gemfile.lock

@@ -0,0 +1,200 @@
+GEM
+  remote: https://rubygems.org/
+  specs:
+    activesupport (4.2.7)
+      i18n (~> 0.7)
+      json (~> 1.7, >= 1.7.7)
+      minitest (~> 5.1)
+      thread_safe (~> 0.3, >= 0.3.4)
+      tzinfo (~> 1.1)
+    addressable (2.5.0)
+      public_suffix (~> 2.0, >= 2.0.2)
+    coffee-script (2.4.1)
+      coffee-script-source
+      execjs
+    coffee-script-source (1.12.2)
+    colorator (1.1.0)
+    ethon (0.10.1)
+      ffi (>= 1.3.0)
+    execjs (2.7.0)
+    faraday (0.10.1)
+      multipart-post (>= 1.2, < 3)
+    ffi (1.9.14)
+    forwardable-extended (2.6.0)
+    gemoji (2.1.0)
+    github-pages (112)
+      activesupport (= 4.2.7)
+      github-pages-health-check (= 1.3.0)
+      jekyll (= 3.3.1)
+      jekyll-avatar (= 0.4.2)
+      jekyll-coffeescript (= 1.0.1)
+      jekyll-default-layout (= 0.1.4)
+      jekyll-feed (= 0.8.0)
+      jekyll-gist (= 1.4.0)
+      jekyll-github-metadata (= 2.2.0)
+      jekyll-mentions (= 1.2.0)
+      jekyll-optional-front-matter (= 0.1.2)
+      jekyll-paginate (= 1.1.0)
+      jekyll-readme-index (= 0.0.3)
+      jekyll-redirect-from (= 0.11.0)
+      jekyll-relative-links (= 0.2.1)
+      jekyll-sass-converter (= 1.3.0)
+      jekyll-seo-tag (= 2.1.0)
+      jekyll-sitemap (= 0.12.0)
+      jekyll-swiss (= 0.4.0)
+      jekyll-theme-architect (= 0.0.3)
+      jekyll-theme-cayman (= 0.0.3)
+      jekyll-theme-dinky (= 0.0.3)
+      jekyll-theme-hacker (= 0.0.3)
+      jekyll-theme-leap-day (= 0.0.3)
+      jekyll-theme-merlot (= 0.0.3)
+      jekyll-theme-midnight (= 0.0.3)
+      jekyll-theme-minimal (= 0.0.3)
+      jekyll-theme-modernist (= 0.0.3)
+      jekyll-theme-primer (= 0.1.5)
+      jekyll-theme-slate (= 0.0.3)
+      jekyll-theme-tactile (= 0.0.3)
+      jekyll-theme-time-machine (= 0.0.3)
+      jekyll-titles-from-headings (= 0.1.3)
+      jemoji (= 0.7.0)
+      kramdown (= 1.11.1)
+      liquid (= 3.0.6)
+      listen (= 3.0.6)
+      mercenary (~> 0.3)
+      minima (= 2.0.0)
+      rouge (= 1.11.1)
+      terminal-table (~> 1.4)
+    github-pages-health-check (1.3.0)
+      addressable (~> 2.3)
+      net-dns (~> 0.8)
+      octokit (~> 4.0)
+      public_suffix (~> 2.0)
+      typhoeus (~> 0.7)
+    html-pipeline (2.4.2)
+      activesupport (>= 2)
+      nokogiri (>= 1.4)
+    i18n (0.7.0)
+    jekyll (3.3.1)
+      addressable (~> 2.4)
+      colorator (~> 1.0)
+      jekyll-sass-converter (~> 1.0)
+      jekyll-watch (~> 1.1)
+      kramdown (~> 1.3)
+      liquid (~> 3.0)
+      mercenary (~> 0.3.3)
+      pathutil (~> 0.9)
+      rouge (~> 1.7)
+      safe_yaml (~> 1.0)
+    jekyll-avatar (0.4.2)
+      jekyll (~> 3.0)
+    jekyll-coffeescript (1.0.1)
+      coffee-script (~> 2.2)
+    jekyll-default-layout (0.1.4)
+      jekyll (~> 3.0)
+    jekyll-feed (0.8.0)
+      jekyll (~> 3.3)
+    jekyll-gist (1.4.0)
+      octokit (~> 4.2)
+    jekyll-github-metadata (2.2.0)
+      jekyll (~> 3.1)
+      octokit (~> 4.0, != 4.4.0)
+    jekyll-mentions (1.2.0)
+      activesupport (~> 4.0)
+      html-pipeline (~> 2.3)
+      jekyll (~> 3.0)
+    jekyll-optional-front-matter (0.1.2)
+      jekyll (~> 3.0)
+    jekyll-paginate (1.1.0)
+    jekyll-readme-index (0.0.3)
+      jekyll (~> 3.0)
+    jekyll-redirect-from (0.11.0)
+      jekyll (>= 2.0)
+    jekyll-relative-links (0.2.1)
+      jekyll (~> 3.3)
+    jekyll-sass-converter (1.3.0)
+      sass (~> 3.2)
+    jekyll-seo-tag (2.1.0)
+      jekyll (~> 3.3)
+    jekyll-sitemap (0.12.0)
+      jekyll (~> 3.3)
+    jekyll-swiss (0.4.0)
+    jekyll-theme-architect (0.0.3)
+      jekyll (~> 3.3)
+    jekyll-theme-cayman (0.0.3)
+      jekyll (~> 3.3)
+    jekyll-theme-dinky (0.0.3)
+      jekyll (~> 3.3)
+    jekyll-theme-hacker (0.0.3)
+      jekyll (~> 3.3)
+    jekyll-theme-leap-day (0.0.3)
+      jekyll (~> 3.3)
+    jekyll-theme-merlot (0.0.3)
+      jekyll (~> 3.3)
+    jekyll-theme-midnight (0.0.3)
+      jekyll (~> 3.3)
+    jekyll-theme-minimal (0.0.3)
+      jekyll (~> 3.3)
+    jekyll-theme-modernist (0.0.3)
+      jekyll (~> 3.3)
+    jekyll-theme-primer (0.1.5)
+      jekyll (~> 3.3)
+    jekyll-theme-slate (0.0.3)
+      jekyll (~> 3.3)
+    jekyll-theme-tactile (0.0.3)
+      jekyll (~> 3.3)
+    jekyll-theme-time-machine (0.0.3)
+      jekyll (~> 3.3)
+    jekyll-titles-from-headings (0.1.3)
+      jekyll (~> 3.3)
+    jekyll-watch (1.5.0)
+      listen (~> 3.0, < 3.1)
+    jemoji (0.7.0)
+      activesupport (~> 4.0)
+      gemoji (~> 2.0)
+      html-pipeline (~> 2.2)
+      jekyll (>= 3.0)
+    json (1.8.3)
+    kramdown (1.11.1)
+    liquid (3.0.6)
+    listen (3.0.6)
+      rb-fsevent (>= 0.9.3)
+      rb-inotify (>= 0.9.7)
+    mercenary (0.3.6)
+    mini_portile2 (2.1.0)
+    minima (2.0.0)
+    minitest (5.10.1)
+    multipart-post (2.0.0)
+    net-dns (0.8.0)
+    nokogiri (1.7.0.1)
+      mini_portile2 (~> 2.1.0)
+    octokit (4.6.2)
+      sawyer (~> 0.8.0, >= 0.5.3)
+    pathutil (0.14.0)
+      forwardable-extended (~> 2.6)
+    public_suffix (2.0.5)
+    rb-fsevent (0.9.8)
+    rb-inotify (0.9.7)
+      ffi (>= 0.5.0)
+    rouge (1.11.1)
+    safe_yaml (1.0.4)
+    sass (3.4.23)
+    sawyer (0.8.1)
+      addressable (>= 2.3.5, < 2.6)
+      faraday (~> 0.8, < 1.0)
+    terminal-table (1.7.3)
+      unicode-display_width (~> 1.1.1)
+    thread_safe (0.3.5)
+    typhoeus (0.8.0)
+      ethon (>= 0.8.0)
+    tzinfo (1.2.2)
+      thread_safe (~> 0.1)
+    unicode-display_width (1.1.2)
+
+PLATFORMS
+  ruby
+
+DEPENDENCIES
+  github-pages
+
+BUNDLED WITH
+   1.13.7

docs/_config.yml

@@ -1 +1,92 @@
-theme: jekyll-theme-cayman
+title:            Deep Learning Book Chinese Translation
+description:      Deep Learning Book Chinese Translation
+disqus_shortname: exacity
+reading_time:     false
+words_per_minute: 200
+share: false
+
+# Your site's domain goes here (eg: https://mmistakes.github.io, http://yourdomain.com, etc)
+# When testing locally leave blank or use http://localhost:4000
+baseurl: /deeplearningbook-chinese
+url: https://exacity.github.io/deeplearningbook-chinese
+
+# Owner/author information
+owner:
+  name:           Exacity
+  avatar:         
+  bio:            
+  email:          
+  # Social networking links used in footer. Update and remove as you like.
+  twitter:        
+  facebook:       
+  github:         
+  stackexchange:  
+  linkedin:       
+  instagram:      
+  flickr:         
+  tumblr:         
+  # google plus id, include the '+', eg +mmistakes
+  google_plus:
+
+# Background image to be tiled on all pages
+background: 
+
+# Analytics and webmaster tools stuff goes here
+google_analytics:   
+google_verify:      
+# https://ssl.bing.com/webmaster/configure/verify/ownership Option 2 content= goes here
+bing_verify:         
+
+# http://en.wikipedia.org/wiki/List_of_tz_database_time_zones
+timezone:    
+future:      false  # publish future dated posts --  true, false (default) 
+highlighter: rouge
+markdown:    kramdown
+gems:
+  - jekyll-sitemap
+  - jekyll-paginate
+  - jekyll-gist
+  - jekyll-feed
+sass:
+  sass_dir: _sass
+  style: compressed
+
+# https://github.com/mojombo/jekyll/wiki/Permalinks
+permalink:   /:categories/:title/
+
+# Amount of post to show on home page
+paginate: 20
+
+kramdown:
+  input: GFM
+  auto_ids: true
+  footnote_nr: 1
+  entity_output: as_char
+  toc_levels: 1..6
+  enable_coderay: false
+
+include: 
+  - .htaccess
+exclude: 
+  - "*.less"
+  - "*.sublime-project"
+  - "*.sublime-workspace"
+  - .asset-cache
+  - .bundle
+  - .jekyll-assets-cache
+  - .sass-cache
+  - CHANGELOG
+  - Capfile
+  - Gemfile
+  - Gruntfile.js
+  - LICENSE
+  - README
+  - Rakefile
+  - config
+  - gulpfile.js
+  - lib
+  - log
+  - node_modules
+  - package.json
+  - spec
+  - tmp

docs/_includes/browser-upgrade.html

@@ -0,0 +1 @@
+<!--[if lt IE 9]><div class="upgrade"><strong><a href="http://whatbrowser.org/">Your browser is quite old!</strong> Why not upgrade to a different browser to better enjoy this site?</a></div><![endif]-->

docs/_includes/disqus_comments.html

@@ -0,0 +1,23 @@
+{% if site.disqus_shortname %}
+    <script type="text/javascript">
+        /* * * CONFIGURATION VARIABLES: EDIT BEFORE PASTING INTO YOUR WEBPAGE * * */
+        var disqus_shortname = '{{ site.disqus_shortname }}'; // required: replace example with your forum shortname
+
+        /* * * DON'T EDIT BELOW THIS LINE * * */
+        (function() {
+            var dsq = document.createElement('script'); dsq.type = 'text/javascript'; dsq.async = true;
+            dsq.src = '//' + disqus_shortname + '.disqus.com/embed.js';
+            (document.getElementsByTagName('head')[0] || document.getElementsByTagName('body')[0]).appendChild(dsq);
+        })();
+
+        /* * * DON'T EDIT BELOW THIS LINE * * */
+        (function () {
+            var s = document.createElement('script'); s.async = true;
+            s.type = 'text/javascript';
+            s.src = '//' + disqus_shortname + '.disqus.com/count.js';
+            (document.getElementsByTagName('HEAD')[0] || document.getElementsByTagName('BODY')[0]).appendChild(s);
+        }());
+    </script>
+    <noscript>Please enable JavaScript to view the <a href="http://disqus.com/?ref_noscript">comments powered by Disqus.</a></noscript>
+    <a href="http://disqus.com" class="dsq-brlink">comments powered by <span class="logo-disqus">Disqus</span></a>
+{% endif %}

docs/_includes/feed-footer.html

@@ -0,0 +1 @@
+<p><a href="{{ site.url }}{{ post.url }}">{{ post.title | xml_escape }}</a> was originally published by {{ site.owner.name }} at <a href="{{ site.url }}">{{ site.title }}</a> on {{ post.date | date: "%B %d, %Y" }}.</p>

docs/_includes/footer.html

@@ -0,0 +1 @@
+<span>&copy; {{ site.time | date: '%Y' }} {{ site.owner.name }}. Powered by <a href="http://jekyllrb.com" rel="nofollow">Jekyll</a> using the <a href="https://mademistakes.com/work/hpstr-jekyll-theme/" rel="nofollow">HPSTR Theme</a>.</span>