diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index e701f1a..d978ddd 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -1,9 +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" />
-    </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" />
@@ -47,7 +45,7 @@
         <counts>
           <entry key="Dockerfile" value="81" />
           <entry key="md" value="104" />
-          <entry key="py" value="2449" />
+          <entry key="py" value="2482" />
           <entry key="sh" value="5" />
         </counts>
       </usages-collector>
@@ -56,7 +54,7 @@
           <entry key="Bash" value="5" />
           <entry key="Dockerfile" value="81" />
           <entry key="Markdown" value="104" />
-          <entry key="Python" value="2449" />
+          <entry key="Python" value="2482" />
         </counts>
       </usages-collector>
     </session>
@@ -91,8 +89,8 @@
       <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="257">
-              <caret line="79" column="38" selection-start-line="79" selection-start-column="28" selection-end-line="79" selection-end-column="38" />
+            <state relative-caret-position="356">
+              <caret line="123" column="20" lean-forward="true" selection-start-line="123" selection-start-column="20" selection-end-line="123" selection-end-column="20" />
               <folding>
                 <element signature="e#0#28#0" expanded="true" />
               </folding>
@@ -223,7 +221,7 @@
   <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="1588383148197" />
+    <property name="com.android.tools.idea.instantapp.provision.ProvisionBeforeRunTaskProvider.myTimeStamp" value="1588383279605" />
     <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" />
@@ -264,12 +262,12 @@
       <option name="presentableId" value="Default" />
       <updated>1588152877746</updated>
       <workItem from="1588152880522" duration="16973000" />
-      <workItem from="1588319878551" duration="18998000" />
+      <workItem from="1588319878551" duration="19299000" />
     </task>
     <servers />
   </component>
   <component name="TimeTrackingManager">
-    <option name="totallyTimeSpent" value="35971000" />
+    <option name="totallyTimeSpent" value="36272000" />
   </component>
   <component name="ToolWindowManager">
     <frame x="0" y="0" width="1280" height="800" extended-state="0" />
@@ -395,8 +393,8 @@
     </entry>
     <entry file="file://$PROJECT_DIR$/train.py">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="257">
-          <caret line="79" column="38" selection-start-line="79" selection-start-column="28" selection-end-line="79" selection-end-column="38" />
+        <state relative-caret-position="356">
+          <caret line="123" column="20" lean-forward="true" selection-start-line="123" selection-start-column="20" selection-end-line="123" selection-end-column="20" />
           <folding>
             <element signature="e#0#28#0" expanded="true" />
           </folding>
diff --git a/train.py b/train.py
index 5a799b2..aa53fd5 100644
--- a/train.py
+++ b/train.py
@@ -76,7 +76,7 @@ def fit_lstm(train, batch_size, nb_epoch, neurons):
 
 # make a one-step forecast
 def forecast_lstm(model, batch_size, X):
-	X = X.reshape(1, 1, len(X))
+	X = X.reshape(X.shape[0], X.shape[1], len(X))
 	yhat = model.predict(X, batch_size=batch_size)
 	return yhat[0, 0]