diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 80dd345..54ed8fa 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -2,7 +2,9 @@
 <project version="4">
   <component name="ChangeListManager">
     <list default="true" id="be5bf74e-ad1c-4197-8a1f-ac93566d8aa7" name="Default" comment="init">
-      <change type="MODIFICATION" beforePath="$PROJECT_DIR$/基础概念/AutoML/AutoML.md" afterPath="$PROJECT_DIR$/基础概念/AutoML/AutoML.md" />
+      <change type="NEW" beforePath="" afterPath="$PROJECT_DIR$/基础概念/AutoML/AutoSklearn详解/AuotoSklearn详解.pdf" />
+      <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" />
     </list>
     <ignored path="Reflection_Summary.iws" />
     <ignored path=".idea/workspace.xml" />
@@ -23,11 +25,11 @@
   </component>
   <component name="FileEditorManager">
     <leaf SIDE_TABS_SIZE_LIMIT_KEY="300">
-      <file leaf-file-name="README.md" pinned="false" current-in-tab="false">
+      <file leaf-file-name="README.md" pinned="false" current-in-tab="true">
         <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">
+              <first_editor relative-caret-position="15">
                 <caret line="1" column="0" selection-start-line="1" selection-start-column="0" selection-end-line="1" selection-end-column="0" />
                 <folding />
               </first_editor>
@@ -38,32 +40,8 @@
           </provider>
           <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
             <state split_layout="SPLIT">
-              <first_editor relative-caret-position="495">
-                <caret line="59" column="50" selection-start-line="59" selection-start-column="50" selection-end-line="59" selection-end-column="50" />
-                <folding />
-              </first_editor>
-              <second_editor />
-            </state>
-          </provider>
-        </entry>
-      </file>
-      <file leaf-file-name="AutoML.md" pinned="false" current-in-tab="true">
-        <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">
-                <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>
-          <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
-            <state split_layout="SPLIT">
-              <first_editor relative-caret-position="264">
-                <caret line="21" column="8" selection-start-line="21" selection-start-column="8" selection-end-line="21" selection-end-column="8" />
+              <first_editor relative-caret-position="375">
+                <caret line="60" column="48" selection-start-line="60" selection-start-column="48" selection-end-line="60" selection-end-column="48" />
                 <folding />
               </first_editor>
               <second_editor />
@@ -148,8 +126,9 @@
         <option value="$PROJECT_DIR$/自然语言处理/Word2Vec.md" />
         <option value="$PROJECT_DIR$/推荐/XDeepFM.md" />
         <option value="$PROJECT_DIR$/深度学习/残差网络.md" />
-        <option value="$PROJECT_DIR$/README.md" />
         <option value="$PROJECT_DIR$/基础概念/AutoML/AutoML.md" />
+        <option value="$PROJECT_DIR$/基础概念/AutoML/AutoSklearn详解.md" />
+        <option value="$PROJECT_DIR$/README.md" />
       </list>
     </option>
   </component>
@@ -208,7 +187,7 @@
     <OptionsSetting value="true" id="Update" />
     <OptionsSetting value="true" id="Status" />
     <OptionsSetting value="true" id="Edit" />
-    <ConfirmationsSetting value="0" id="Add" />
+    <ConfirmationsSetting value="2" id="Add" />
     <ConfirmationsSetting value="0" id="Remove" />
   </component>
   <component name="ProjectView">
@@ -227,7 +206,6 @@
     </navigator>
     <panes>
       <pane id="Scratches" />
-      <pane id="Scope" />
       <pane id="ProjectPane">
         <subPane>
           <PATH>
@@ -280,6 +258,7 @@
           </PATH>
         </subPane>
       </pane>
+      <pane id="Scope" />
     </panes>
   </component>
   <component name="PropertiesComponent">
@@ -298,15 +277,16 @@
     </option>
   </component>
   <component name="RecentsManager">
-    <key name="CopyFile.RECENT_KEYS">
-      <recent name="$PROJECT_DIR$/对外技术分享" />
-      <recent name="$PROJECT_DIR$/自然语言处理" />
-    </key>
     <key name="MoveFile.RECENT_KEYS">
+      <recent name="$PROJECT_DIR$/基础概念/AutoML/AutoSklearn详解" />
       <recent name="$PROJECT_DIR$/对外技术分享" />
       <recent name="$PROJECT_DIR$/数据预处理/特征提取" />
       <recent name="$PROJECT_DIR$/数学/数据质量" />
     </key>
+    <key name="CopyFile.RECENT_KEYS">
+      <recent name="$PROJECT_DIR$/对外技术分享" />
+      <recent name="$PROJECT_DIR$/自然语言处理" />
+    </key>
   </component>
   <component name="RunDashboard">
     <option name="ruleStates">
@@ -581,9 +561,9 @@
   </component>
   <component name="ToolWindowManager">
     <frame x="0" y="23" width="1440" height="823" extended-state="6" />
-    <editor active="false" />
+    <editor active="true" />
     <layout>
-      <window_info id="Project" active="true" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="true" show_stripe_button="true" weight="0.20171674" 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="0.20457797" 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" />
@@ -647,16 +627,6 @@
     <watches-manager />
   </component>
   <component name="editorHistoryManager">
-    <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="975">
-            <caret line="65" column="4" selection-start-line="65" selection-start-column="4" selection-end-line="65" selection-end-column="4" />
-          </first_editor>
-          <second_editor />
-        </state>
-      </provider>
-    </entry>
     <entry file="file://$PROJECT_DIR$/README.md">
       <provider editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
@@ -1106,7 +1076,6 @@
         <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 />
@@ -1117,7 +1086,6 @@
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="555">
             <caret line="37" column="225" selection-start-line="37" selection-start-column="225" selection-end-line="37" selection-end-column="225" />
-            <folding />
           </first_editor>
           <second_editor />
         </state>
@@ -1128,7 +1096,6 @@
         <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 />
@@ -1139,7 +1106,6 @@
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="270">
             <caret line="18" column="21" selection-start-line="18" selection-start-column="2" selection-end-line="18" selection-end-column="21" />
-            <folding />
           </first_editor>
           <second_editor />
         </state>
@@ -1167,11 +1133,11 @@
         </state>
       </provider>
     </entry>
-    <entry file="file://$PROJECT_DIR$/README.md">
+    <entry file="file://$PROJECT_DIR$/基础概念/AutoML/AutoSklearn详解.md">
       <provider editor-type-id="split-provider[text-editor;MarkdownPreviewEditor]">
         <state split_layout="SPLIT">
           <first_editor relative-caret-position="0">
-            <caret line="1" column="0" selection-start-line="1" selection-start-column="0" selection-end-line="1" selection-end-column="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>
@@ -1181,8 +1147,8 @@
       </provider>
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
-          <first_editor relative-caret-position="495">
-            <caret line="59" column="50" selection-start-line="59" selection-start-column="50" selection-end-line="59" selection-end-column="50" />
+          <first_editor relative-caret-position="0">
+            <caret line="0" column="73" selection-start-line="0" selection-start-column="73" selection-end-line="0" selection-end-column="73" />
             <folding />
           </first_editor>
           <second_editor />
@@ -1203,8 +1169,30 @@
       </provider>
       <provider selected="true" editor-type-id="split-provider[text-editor;markdown-preview-editor]">
         <state split_layout="SPLIT">
-          <first_editor relative-caret-position="264">
-            <caret line="21" column="8" selection-start-line="21" selection-start-column="8" selection-end-line="21" selection-end-column="8" />
+          <first_editor relative-caret-position="204">
+            <caret line="36" column="0" selection-start-line="36" selection-start-column="0" selection-end-line="36" selection-end-column="0" />
+            <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="15">
+            <caret line="1" column="0" selection-start-line="1" selection-start-column="0" selection-end-line="1" selection-end-column="0" />
+            <folding />
+          </first_editor>
+          <second_editor>
+            <js_state />
+          </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="375">
+            <caret line="60" column="48" selection-start-line="60" selection-start-column="48" selection-end-line="60" selection-end-column="48" />
             <folding />
           </first_editor>
           <second_editor />
diff --git a/README.md b/README.md
index 94d0c69..5b49218 100644
--- a/README.md
+++ b/README.md
@@ -58,6 +58,7 @@
     - [AutoML参数选择所使用的方法](基础概念/AutoML/AutoML.md#L96)
     - [讲讲贝叶斯优化如何在automl上应用](基础概念/AutoML/AutoML.md#L96)
     - [以高斯过程为例，超参搜索的f的最优解求解acquisition function有哪些](基础概念/AutoML/AutoML.md#L96)
+    - [AutoSklearn详解](基础概念/AutoML/AutoSklearn详解/)
 # 数学
 - 数据质量
     - [期望](数学/数据质量/期望、方差、标准差和协方差.md#L1)
diff --git "a/\345\237\272\347\241\200\346\246\202\345\277\265/AutoML/AutoSklearn\350\257\246\350\247\243/AuotoSklearn\350\257\246\350\247\243.pdf" "b/\345\237\272\347\241\200\346\246\202\345\277\265/AutoML/AutoSklearn\350\257\246\350\247\243/AuotoSklearn\350\257\246\350\247\243.pdf"
new file mode 100644
index 0000000..72edb1b
Binary files /dev/null and "b/\345\237\272\347\241\200\346\246\202\345\277\265/AutoML/AutoSklearn\350\257\246\350\247\243/AuotoSklearn\350\257\246\350\247\243.pdf" differ