diff --git a/lib/docs/core/scrapers/url_scraper.rb b/lib/docs/core/scrapers/url_scraper.rb
index 3887cc14..12b4a68c 100644
--- a/lib/docs/core/scrapers/url_scraper.rb
+++ b/lib/docs/core/scrapers/url_scraper.rb
@@ -3,16 +3,19 @@ module Docs
     class << self
       attr_accessor :params
       attr_accessor :headers
+      attr_accessor :force_gzip
 
       def inherited(subclass)
         super
         subclass.params = params.deep_dup
         subclass.headers = headers.deep_dup
+        subclass.force_gzip = force_gzip
       end
     end
 
     self.params = {}
     self.headers = { 'User-Agent' => 'DevDocs' }
+    self.force_gzip = false
 
     private
 
@@ -25,7 +28,9 @@ module Docs
     end
 
     def request_options
-      { params: self.class.params, headers: self.class.headers }
+      options = { params: self.class.params, headers: self.class.headers }
+      options[:accept_encoding] = 'gzip' if self.class.force_gzip
+      options
     end
 
     def process_response?(response)
diff --git a/lib/docs/filters/tensorflow/clean_html.rb b/lib/docs/filters/tensorflow/clean_html.rb
index 976843cb..6f20b8e7 100644
--- a/lib/docs/filters/tensorflow/clean_html.rb
+++ b/lib/docs/filters/tensorflow/clean_html.rb
@@ -12,9 +12,11 @@ module Docs
         css('pre').each do |node|
           node.inner_html = node.inner_html.strip_heredoc
 
-          if node['class'].include?('lang-c++')
+          next unless node['class']
+
+          if node['class'] =~ /lang-c++/i
             node['data-language'] = 'cpp'
-          elsif node['class'].include?('lang-python')
+          elsif node['class'] =~ /lang-python/i
             node['data-language'] = 'python'
           end
         end
diff --git a/lib/docs/filters/tensorflow/entries.rb b/lib/docs/filters/tensorflow/entries.rb
index 80b4e3db..8f71a1b2 100644
--- a/lib/docs/filters/tensorflow/entries.rb
+++ b/lib/docs/filters/tensorflow/entries.rb
@@ -9,13 +9,21 @@ module Docs
       end
 
       def get_type
-        type = name.dup
-        type.remove! %r{\ \(.*\)}
-        type.remove! 'tensorflow::'
-        type
+        if subpath.start_with?('tutorials')
+          'Tutorials'
+        elsif subpath.start_with?('how_tos')
+          'How-Tos'
+        else
+          type = name.dup
+          type.remove! %r{\ \(.*\)}
+          type.remove! 'tensorflow::'
+          type
+        end
       end
 
       def additional_entries
+        return [] if subpath.start_with?('tutorials') || subpath.start_with?('how_tos')
+
         css('h2 code', 'h3 code', 'h4 code', 'h5 code').map do |node|
           name = node.content
           name.sub! %r{\(.*}, '()'
diff --git a/lib/docs/scrapers/npm.rb b/lib/docs/scrapers/npm.rb
index cd23a4d4..1a900a4e 100644
--- a/lib/docs/scrapers/npm.rb
+++ b/lib/docs/scrapers/npm.rb
@@ -4,6 +4,7 @@ module Docs
     self.type = 'npm'
     self.release = '3.10.2'
     self.base_url = 'https://docs.npmjs.com/'
+    self.force_gzip = true
     self.links = {
       home: 'https://www.npmjs.com/',
       code: 'https://github.com/npm/npm'
@@ -27,11 +28,5 @@ module Docs
       Licensed under the npm License.<br>
       npm is a trademark of npm, Inc.
     HTML
-
-    private
-
-    def request_options
-      super.merge accept_encoding: 'gzip'
-    end
   end
 end
diff --git a/lib/docs/scrapers/tensorflow.rb b/lib/docs/scrapers/tensorflow.rb
index 23c2c668..e19a83d0 100644
--- a/lib/docs/scrapers/tensorflow.rb
+++ b/lib/docs/scrapers/tensorflow.rb
@@ -2,6 +2,8 @@ module Docs
   class Tensorflow < UrlScraper
     self.name = 'TensorFlow'
     self.type = 'tensorflow'
+    self.root_path = 'index.html'
+    self.force_gzip = true
     self.links = {
       home: 'https://www.tensorflow.org/',
       code: 'https://github.com/tensorflow/tensorflow'
@@ -11,25 +13,33 @@ module Docs
 
     options[:container] = '#content'
 
+    options[:fix_urls] = ->(url) do
+      url.sub! %r{\Ahttps://www.tensorflow.org/versions(.+)/([^\.\#]+)(#.*)?\z}, 'https://www.tensorflow.org/versions\1/\2.html\3'
+      url
+    end
+
     options[:attribution] = <<-HTML
       &copy; 2015 The TensorFlow Authors. All rights reserved.<br>
       Licensed under the Apache 2.0 License.
     HTML
 
     version 'Python' do
-      self.base_url = 'https://www.tensorflow.org/versions/r0.10/api_docs/python/'
-      self.release = '0.10'
+      self.base_url = 'https://www.tensorflow.org/versions/r0.11/api_docs/python/'
+      self.release = '0.11'
     end
 
     version 'C++' do
-      self.base_url = 'https://www.tensorflow.org/versions/r0.10/api_docs/cc/'
-      self.release = '0.10'
-
-      options[:fix_urls] = ->(url) {
-        url.sub! '/api_docs/cc/class', '/api_docs/cc/Class'
-        url.sub! '/api_docs/cc/struct', '/api_docs/cc/Struct'
-        url
-      }
+      self.base_url = 'https://www.tensorflow.org/versions/r0.11/api_docs/cc/'
+      self.release = '0.11'
+    end
+
+    version 'Guide' do
+      self.base_url = 'https://www.tensorflow.org/versions/r0.11/'
+      self.release = '0.11'
+      self.root_path = 'tutorials/index.html'
+      self.initial_paths = %w(how_tos/index.html)
+
+      options[:only_patterns] = [/\Atutorials/, /\Ahow_tos/]
     end
   end
 end