From e7437e5a98eb81430508886cb1b6a6af43637d12 Mon Sep 17 00:00:00 2001
From: Newnius <newnius.cn@gmail.com>
Date: Sat, 2 May 2020 11:09:41 +0800
Subject: [PATCH] update

---
 .idea/workspace.xml | 20 +++++++++++---------
 train.py            | 10 +++++-----
 2 files changed, 16 insertions(+), 14 deletions(-)

diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 6c34b98..ea149ca 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -2,6 +2,7 @@
 <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>
     <ignored path="$PROJECT_DIR$/out/" />
@@ -47,7 +48,7 @@
         <counts>
           <entry key="Dockerfile" value="81" />
           <entry key="md" value="104" />
-          <entry key="py" value="2722" />
+          <entry key="py" value="2730" />
           <entry key="sh" value="5" />
         </counts>
       </usages-collector>
@@ -56,7 +57,7 @@
           <entry key="Bash" value="5" />
           <entry key="Dockerfile" value="81" />
           <entry key="Markdown" value="104" />
-          <entry key="Python" value="2722" />
+          <entry key="Python" value="2730" />
         </counts>
       </usages-collector>
     </session>
@@ -91,8 +92,8 @@
       <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="232">
-              <caret line="112" column="50" selection-start-line="112" selection-start-column="50" selection-end-line="112" selection-end-column="50" />
+            <state relative-caret-position="155">
+              <caret line="111" column="18" lean-forward="true" selection-start-line="111" selection-start-column="18" selection-end-line="111" selection-end-column="18" />
               <folding>
                 <element signature="e#0#28#0" expanded="true" />
               </folding>
@@ -225,7 +226,7 @@
   <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="1588388199075" />
+    <property name="com.android.tools.idea.instantapp.provision.ProvisionBeforeRunTaskProvider.myTimeStamp" value="1588388855465" />
     <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" />
@@ -266,15 +267,16 @@
       <option name="presentableId" value="Default" />
       <updated>1588152877746</updated>
       <workItem from="1588152880522" duration="16973000" />
-      <workItem from="1588319878551" duration="22667000" />
+      <workItem from="1588319878551" duration="22923000" />
     </task>
     <servers />
   </component>
   <component name="TimeTrackingManager">
-    <option name="totallyTimeSpent" value="39640000" />
+    <option name="totallyTimeSpent" value="39896000" />
   </component>
   <component name="ToolWindowManager">
     <frame x="0" y="0" width="1280" height="800" extended-state="0" />
+    <editor active="true" />
     <layout>
       <window_info id="Designer" order="0" />
       <window_info id="UI Designer" order="1" />
@@ -396,8 +398,8 @@
     </entry>
     <entry file="file://$PROJECT_DIR$/train.py">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="232">
-          <caret line="112" column="50" selection-start-line="112" selection-start-column="50" selection-end-line="112" selection-end-column="50" />
+        <state relative-caret-position="155">
+          <caret line="111" column="18" lean-forward="true" selection-start-line="111" selection-start-column="18" selection-end-line="111" selection-end-column="18" />
           <folding>
             <element signature="e#0#28#0" expanded="true" />
           </folding>
diff --git a/train.py b/train.py
index af570a8..1ab36ce 100644
--- a/train.py
+++ b/train.py
@@ -104,14 +104,14 @@ def experiment(repeats, series, seed):
 		t2 = test.shape[0] % batch_size
 
 		train_trimmed = train_scaled[train_scaled.shape[0] - t1 * batch_size:, :]
-		lstm_model = fit_lstm(train_trimmed, batch_size, 30, 4)
+		lstm_model = fit_lstm(train_trimmed, batch_size, 300, 4)
 		# forecast the entire training dataset to build up state for forecasting
 		print(train_trimmed)
 		print(train_trimmed[:, 0])
 		print(train_trimmed[:, :-1])
-		if seed:
-			train_reshaped = train_trimmed[:, :-1].reshape(len(train_trimmed), 1, lag2)
-			lstm_model.predict(train_reshaped, batch_size=batch_size)
+		# if seed:
+		#	train_reshaped = train_trimmed[:, :-1].reshape(len(train_trimmed), 1, lag2)
+		#	lstm_model.predict(train_reshaped, batch_size=batch_size)
 		# forecast test dataset
 		test_reshaped = test_scaled[:, 0:-1]
 		test_reshaped = test_reshaped.reshape(len(test_reshaped), 1, lag2)
@@ -137,7 +137,7 @@ def experiment(repeats, series, seed):
 # load dataset
 series = read_csv('data.csv', header=0, index_col=0, squeeze=True)
 # experiment
-repeats = 30
+repeats = 1
 results = DataFrame()
 # with seeding
 with_seed = experiment(repeats, series, True)