From 7c37a1a44a7e5697711387f5b415e4575f62710d Mon Sep 17 00:00:00 2001
From: Newnius <newnius.cn@gmail.com>
Date: Sat, 2 May 2020 15:28:44 +0800
Subject: [PATCH] update

---
 .idea/workspace.xml | 19 ++++++++-----------
 train.py            |  2 +-
 2 files changed, 9 insertions(+), 12 deletions(-)

diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index b724d03..0b97fd3 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -1,10 +1,7 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
   <component name="ChangeListManager">
-    <list default="true" id="0aedafd8-e57e-462a-beda-65af0b91f3df" name="Default Changelist" comment="">
-      <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/train.py" beforeDir="false" afterPath="$PROJECT_DIR$/train.py" afterDir="false" />
-    </list>
+    <list default="true" id="0aedafd8-e57e-462a-beda-65af0b91f3df" name="Default Changelist" comment="" />
     <ignored path="$PROJECT_DIR$/out/" />
     <option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
     <option name="SHOW_DIALOG" value="false" />
@@ -105,8 +102,8 @@
       <file pinned="false" current-in-tab="true">
         <entry file="file://$PROJECT_DIR$/train.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="209">
-              <caret line="68" column="62" selection-start-line="68" selection-start-column="62" selection-end-line="68" selection-end-column="62" />
+            <state relative-caret-position="235">
+              <caret line="98" column="14" selection-start-line="98" selection-start-column="10" selection-end-line="98" selection-end-column="14" />
               <folding>
                 <element signature="e#0#28#0" expanded="true" />
               </folding>
@@ -244,7 +241,7 @@
   <component name="PropertiesComponent">
     <property name="WebServerToolWindowFactoryState" value="false" />
     <property name="aspect.path.notification.shown" value="true" />
-    <property name="com.android.tools.idea.instantapp.provision.ProvisionBeforeRunTaskProvider.myTimeStamp" value="1588403211470" />
+    <property name="com.android.tools.idea.instantapp.provision.ProvisionBeforeRunTaskProvider.myTimeStamp" value="1588403856046" />
     <property name="go.gopath.indexing.explicitly.defined" value="true" />
     <property name="nodejs_interpreter_path.stuck_in_default_project" value="undefined stuck path" />
     <property name="nodejs_npm_path_reset_for_default_project" value="true" />
@@ -285,12 +282,12 @@
       <option name="presentableId" value="Default" />
       <updated>1588152877746</updated>
       <workItem from="1588152880522" duration="16973000" />
-      <workItem from="1588319878551" duration="29529000" />
+      <workItem from="1588319878551" duration="29929000" />
     </task>
     <servers />
   </component>
   <component name="TimeTrackingManager">
-    <option name="totallyTimeSpent" value="46502000" />
+    <option name="totallyTimeSpent" value="46902000" />
   </component>
   <component name="ToolWindowManager">
     <frame x="0" y="0" width="1280" height="800" extended-state="0" />
@@ -437,8 +434,8 @@
     </entry>
     <entry file="file://$PROJECT_DIR$/train.py">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="209">
-          <caret line="68" column="62" selection-start-line="68" selection-start-column="62" selection-end-line="68" selection-end-column="62" />
+        <state relative-caret-position="235">
+          <caret line="98" column="14" selection-start-line="98" selection-start-column="10" selection-end-line="98" selection-end-column="14" />
           <folding>
             <element signature="e#0#28#0" expanded="true" />
           </folding>
diff --git a/train.py b/train.py
index ea3a88f..0e25912 100644
--- a/train.py
+++ b/train.py
@@ -86,7 +86,7 @@ def forecast_lstm(model, batch_size, X):
 def experiment(repeats, series, seed):
 	# transform data to be stationary
 	raw_values = series.values
-	diff_values = difference(raw_values, 1)
+	diff_values = difference(raw_values, 3)
 	# transform data to be supervised learning
 	lag2 = 4
 	supervised = timeseries_to_supervised(diff_values, lag2)