From b2f0f95fdd0d83af01f9f1766641da0c5ea14c7c Mon Sep 17 00:00:00 2001
From: shataowei <taowei.sha@ymm56.com>
Date: Fri, 3 Jan 2020 16:54:12 +0800
Subject: [PATCH] =?UTF-8?q?=E9=94=99=E5=AD=97?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .idea/workspace.xml                           | 140 +++++++++---------
 .../batch_normalization.md"                   |   2 +-
 2 files changed, 68 insertions(+), 74 deletions(-)

diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 757ea77..d6b8f6d 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -2,10 +2,8 @@
 <project version="4">
   <component name="ChangeListManager">
     <list default="true" id="be5bf74e-ad1c-4197-8a1f-ac93566d8aa7" name="Default" comment="init">
-      <change type="NEW" beforePath="" afterPath="$PROJECT_DIR$/深度学习/batch_normalization.md" />
       <change type="MODIFICATION" beforePath="$PROJECT_DIR$/.idea/workspace.xml" afterPath="$PROJECT_DIR$/.idea/workspace.xml" />
-      <change type="MODIFICATION" beforePath="$PROJECT_DIR$/README.md" afterPath="$PROJECT_DIR$/README.md" />
-      <change type="MODIFICATION" beforePath="$PROJECT_DIR$/推荐/XDeepFM.md" afterPath="$PROJECT_DIR$/推荐/XDeepFM.md" />
+      <change type="MODIFICATION" beforePath="$PROJECT_DIR$/深度学习/batch_normalization.md" afterPath="$PROJECT_DIR$/深度学习/batch_normalization.md" />
     </list>
     <ignored path="Reflection_Summary.iws" />
     <ignored path=".idea/workspace.xml" />
@@ -28,6 +26,15 @@
     <leaf SIDE_TABS_SIZE_LIMIT_KEY="300">
       <file leaf-file-name="README.md" pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/README.md">
+          <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
+            <state split_layout="SPLIT">
+              <first_editor relative-caret-position="4275">
+                <caret line="285" column="52" selection-start-line="285" selection-start-column="52" selection-end-line="285" selection-end-column="52" />
+                <folding />
+              </first_editor>
+              <second_editor />
+            </state>
+          </provider>
           <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
             <state split_layout="SPLIT">
               <first_editor relative-caret-position="0">
@@ -39,19 +46,19 @@
               </second_editor>
             </state>
           </provider>
+        </entry>
+      </file>
+      <file leaf-file-name="batch_normalization.md" pinned="false" current-in-tab="true">
+        <entry file="file://$PROJECT_DIR$/深度学习/batch_normalization.md">
           <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
             <state split_layout="SPLIT">
-              <first_editor relative-caret-position="219">
-                <caret line="285" column="52" selection-start-line="285" selection-start-column="52" selection-end-line="285" selection-end-column="52" />
+              <first_editor relative-caret-position="225">
+                <caret line="15" column="24" selection-start-line="15" selection-start-column="24" selection-end-line="15" selection-end-column="24" />
                 <folding />
               </first_editor>
               <second_editor />
             </state>
           </provider>
-        </entry>
-      </file>
-      <file leaf-file-name="batch_normalization.md" pinned="false" current-in-tab="true">
-        <entry file="file://$PROJECT_DIR$/深度学习/batch_normalization.md">
           <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
             <state split_layout="SPLIT">
               <first_editor relative-caret-position="0">
@@ -63,15 +70,6 @@
               </second_editor>
             </state>
           </provider>
-          <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
-            <state split_layout="SPLIT">
-              <first_editor relative-caret-position="225">
-                <caret line="15" column="15" selection-start-line="15" selection-start-column="15" selection-end-line="15" selection-end-column="15" />
-                <folding />
-              </first_editor>
-              <second_editor />
-            </state>
-          </provider>
         </entry>
       </file>
     </leaf>
@@ -132,8 +130,8 @@
         <option value="$PROJECT_DIR$/推荐/YouTubeNet.md" />
         <option value="$PROJECT_DIR$/推荐/DeepFM.md" />
         <option value="$PROJECT_DIR$/推荐/XDeepFM.md" />
-        <option value="$PROJECT_DIR$/深度学习/batch_normalization.md" />
         <option value="$PROJECT_DIR$/README.md" />
+        <option value="$PROJECT_DIR$/深度学习/batch_normalization.md" />
       </list>
     </option>
   </component>
@@ -210,7 +208,6 @@
       <foldersAlwaysOnTop value="true" />
     </navigator>
     <panes>
-      <pane id="Scratches" />
       <pane id="Scope" />
       <pane id="ProjectPane">
         <subPane>
@@ -246,6 +243,7 @@
           </PATH>
         </subPane>
       </pane>
+      <pane id="Scratches" />
     </panes>
   </component>
   <component name="PropertiesComponent">
@@ -551,7 +549,7 @@
     <frame x="0" y="23" width="1440" height="823" extended-state="6" />
     <editor active="true" />
     <layout>
-      <window_info id="Project" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="true" show_stripe_button="true" weight="0.21530758" sideWeight="0.5" order="0" side_tool="false" content_ui="combo" />
+      <window_info id="Project" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="true" show_stripe_button="true" weight="0.22103004" sideWeight="0.5" order="0" side_tool="false" content_ui="combo" />
       <window_info id="TODO" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="6" side_tool="false" content_ui="tabs" />
       <window_info id="Event Log" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="7" side_tool="true" content_ui="tabs" />
       <window_info id="Database" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="3" side_tool="false" content_ui="tabs" />
@@ -938,16 +936,6 @@
       </provider>
     </entry>
     <entry file="file://$PROJECT_DIR$/深度学习/残差网络.md">
-      <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
-        <state split_layout="SPLIT">
-          <first_editor relative-caret-position="0">
-            <caret line="0" column="0" selection-start-line="0" selection-start-column="0" selection-end-line="0" selection-end-column="0" />
-          </first_editor>
-          <second_editor>
-            <js_state />
-          </second_editor>
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       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="270">
@@ -956,9 +944,6 @@
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/基础概念/AutoML/AutoSklearn详解.md" />
-    <entry file="file://$PROJECT_DIR$/机器学习/逻辑回归/lr.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
@@ -969,6 +954,9 @@
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/基础概念/AutoML/AutoSklearn详解.md" />
+    <entry file="file://$PROJECT_DIR$/机器学习/逻辑回归/lr.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="60">
@@ -977,8 +965,6 @@
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/基础概念/AutoML/AutoML.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
@@ -989,6 +975,8 @@
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/基础概念/AutoML/AutoML.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="519">
@@ -997,8 +985,6 @@
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/自然语言处理/CRF.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
@@ -1009,6 +995,8 @@
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/自然语言处理/CRF.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="285">
@@ -1017,8 +1005,6 @@
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/机器学习/集成学习/Xgboost.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
@@ -1029,6 +1015,8 @@
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/机器学习/集成学习/Xgboost.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="56">
@@ -1037,8 +1025,6 @@
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/机器学习/集成学习/LightGBM.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
@@ -1049,6 +1035,8 @@
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/机器学习/集成学习/LightGBM.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="150">
@@ -1057,8 +1045,6 @@
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/推荐/DIN.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
@@ -1069,6 +1055,8 @@
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/推荐/DIN.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="15">
@@ -1077,8 +1065,6 @@
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/数学/牛顿法/牛顿迭代法求平方根.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
@@ -1089,6 +1075,8 @@
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/数学/牛顿法/牛顿迭代法求平方根.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="60">
@@ -1097,8 +1085,6 @@
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/自然语言处理/Bert.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
@@ -1109,6 +1095,8 @@
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/自然语言处理/Bert.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
@@ -1117,8 +1105,6 @@
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/自然语言处理/Word2Vec.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
@@ -1129,6 +1115,8 @@
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/自然语言处理/Word2Vec.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="495">
@@ -1137,8 +1125,6 @@
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/自然语言处理/GloVe.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
@@ -1149,6 +1135,8 @@
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/自然语言处理/GloVe.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="165">
@@ -1157,8 +1145,6 @@
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/机器学习/集成学习/GBDT.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
@@ -1169,6 +1155,8 @@
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/机器学习/集成学习/GBDT.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="204">
@@ -1177,8 +1165,6 @@
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/推荐/YouTubeNet.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
@@ -1189,6 +1175,8 @@
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/推荐/YouTubeNet.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="885">
@@ -1197,78 +1185,71 @@
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/推荐/XDeepFM.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
             <caret line="0" column="0" selection-start-line="0" selection-start-column="0" selection-end-line="0" selection-end-column="0" />
-            <folding />
           </first_editor>
           <second_editor>
             <js_state />
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/推荐/XDeepFM.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="540">
             <caret line="36" column="23" selection-start-line="36" selection-start-column="23" selection-end-line="36" selection-end-column="23" />
-            <folding />
           </first_editor>
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/推荐/DeepFM.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
             <caret line="0" column="0" selection-start-line="0" selection-start-column="0" selection-end-line="0" selection-end-column="0" />
-            <folding />
           </first_editor>
           <second_editor>
             <js_state />
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/推荐/DeepFM.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="105">
             <caret line="7" column="47" selection-start-line="7" selection-start-column="47" selection-end-line="7" selection-end-column="47" />
-            <folding />
           </first_editor>
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/README.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
-            <caret line="0" column="20" selection-start-line="0" selection-start-column="20" selection-end-line="0" selection-end-column="20" />
-            <folding />
+            <caret line="0" column="0" selection-start-line="0" selection-start-column="0" selection-end-line="0" selection-end-column="0" />
           </first_editor>
           <second_editor>
             <js_state />
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/README.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
-          <first_editor relative-caret-position="219">
+          <first_editor relative-caret-position="4275">
             <caret line="285" column="52" selection-start-line="285" selection-start-column="52" selection-end-line="285" selection-end-column="52" />
             <folding />
           </first_editor>
           <second_editor />
         </state>
       </provider>
-    </entry>
-    <entry file="file://$PROJECT_DIR$/深度学习/batch_normalization.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
-            <caret line="0" column="0" selection-start-line="0" selection-start-column="0" selection-end-line="0" selection-end-column="0" />
+            <caret line="0" column="20" selection-start-line="0" selection-start-column="20" selection-end-line="0" selection-end-column="20" />
             <folding />
           </first_editor>
           <second_editor>
@@ -1276,15 +1257,28 @@
           </second_editor>
         </state>
       </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/深度学习/batch_normalization.md">
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="225">
-            <caret line="15" column="15" selection-start-line="15" selection-start-column="15" selection-end-line="15" selection-end-column="15" />
+            <caret line="15" column="24" selection-start-line="15" selection-start-column="24" selection-end-line="15" selection-end-column="24" />
             <folding />
           </first_editor>
           <second_editor />
         </state>
       </provider>
+      <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
+        <state split_layout="SPLIT">
+          <first_editor relative-caret-position="0">
+            <caret line="0" column="0" selection-start-line="0" selection-start-column="0" selection-end-line="0" selection-end-column="0" />
+            <folding />
+          </first_editor>
+          <second_editor>
+            <js_state />
+          </second_editor>
+        </state>
+      </provider>
     </entry>
   </component>
 </project>
\ No newline at end of file
diff --git "a/\346\267\261\345\272\246\345\255\246\344\271\240/batch_normalization.md" "b/\346\267\261\345\272\246\345\255\246\344\271\240/batch_normalization.md"
index 87e7557..4d80173 100644
--- "a/\346\267\261\345\272\246\345\255\246\344\271\240/batch_normalization.md"
+++ "b/\346\267\261\345\272\246\345\255\246\344\271\240/batch_normalization.md"
@@ -13,4 +13,4 @@
 
 # 知道LN么？讲讲原理
 - 和bn过程近似，只是作用的方向是在维度上，而不是batch上
-- 这样做的好处就是不会收到batch大小的影响
\ No newline at end of file
+- 这样做的好处就是不会受到batch大小不一致的影响
\ No newline at end of file