Tensorflow group

.circleci/config.yml

+#
+# (c) https://github.com/MontiCore/monticore
+#
+# The license generally applicable for this project
+# can be found under https://github.com/MontiCore/monticore.
+#
+
 # (c) https://github.com/MontiCore/monticore
 #
 

.gitlab-ci.yml

+#
+# (c) https://github.com/MontiCore/monticore
+#
+# The license generally applicable for this project
+# can be found under https://github.com/MontiCore/monticore.
+#
+
 # (c) https://github.com/MontiCore/monticore
 
 stages:

pom.xml

+<!--
+
+    (c) https://github.com/MontiCore/monticore
+
+    The license generally applicable for this project
+    can be found under https://github.com/MontiCore/monticore.
+
+-->
 <!-- (c) https://github.com/MontiCore/monticore -->
 
 <project xmlns="http://maven.apache.org/POM/4.0.0"

settings.xml

 <?xml version="1.0" encoding="UTF-8"?>
+<!--
+
+    (c) https://github.com/MontiCore/monticore
+
+    The license generally applicable for this project
+    can be found under https://github.com/MontiCore/monticore.
+
+-->
 <!-- (c) https://github.com/MontiCore/monticore -->
 
 

src/main/grammars/de/monticore/lang/monticar/CNNTrain.mc4

@@ -33,7 +33,8 @@ grammar CNNTrain extends de.monticore.lang.monticar.Common2, de.monticore.Number
     TrainContextEntry implements ConfigEntry = name:"context" ":" value:TrainContextValue;
     EvalMetricEntry implements ConfigEntry = name:"eval_metric" ":" value:EvalMetricValue;
     LossEntry implements ConfigEntry = name:"loss" ":" value:LossValue;
-
+    LossWeightsEntry implements ConfigEntry = name:"loss_weights" ":" value:DoubleVectorValue;
+    
     EvalMetricValue implements ConfigValue =(accuracy:"accuracy"
                                                | crossEntropy:"cross_entropy"
                                                | f1:"f1"
@@ -58,6 +59,8 @@ grammar CNNTrain extends de.monticore.lang.monticar.Common2, de.monticore.Number
 
     L2Loss implements LossValue = name:"l2" ("{" params:Entry* "}")?;
 
+    EPELoss implements LossValue = name:"epe" ("{" params:Entry* "}")?;
+
     LogCoshLoss implements LossValue = name:"log_cosh" ("{" params:Entry* "}")?;
 
     interface HuberEntry extends Entry;
@@ -126,7 +129,7 @@ grammar CNNTrain extends de.monticore.lang.monticar.Common2, de.monticore.Number
     Gamma2Entry implements RmsPropEntry = name:"gamma2" ":" value:NumberValue;
     CenteredEntry implements RmsPropEntry = name:"centered" ":" value:BooleanValue;
     ClipWeightsEntry implements RmsPropEntry = name:"clip_weights" ":" value:NumberValue;
-    RhoEntry implements AdaDeltaEntry, HuberEntry = name:"rho" ":" value:NumberValue;
+    RhoEntry implements AdaDeltaEntry,RmsPropEntry,HuberEntry = name:"rho" ":" value:NumberValue;
 
     // Reinforcement Extensions
     interface MultiParamValue extends ConfigValue;

src/main/java/de/monticore/lang/monticar/cnntrain/_ast/ASTLossValue.java

+/**
+ * (c) https://github.com/MontiCore/monticore
+ *
+ * The license generally applicable for this project
+ * can be found under https://github.com/MontiCore/monticore.
+ */
 /* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnntrain._ast;
 

src/main/java/de/monticore/lang/monticar/cnntrain/_ast/ASTMultiParamValue.java

+/**
+ * (c) https://github.com/MontiCore/monticore
+ *
+ * The license generally applicable for this project
+ * can be found under https://github.com/MontiCore/monticore.
+ */
 /* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnntrain._ast;
 

src/main/java/de/monticore/lang/monticar/cnntrain/_ast/ASTOptimizerValue.java

+/**
+ * (c) https://github.com/MontiCore/monticore
+ *
+ * The license generally applicable for this project
+ * can be found under https://github.com/MontiCore/monticore.
+ */
 /* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnntrain._ast;
 

src/main/java/de/monticore/lang/monticar/cnntrain/_cocos/ASTConfigurationUtils.java

+/**
+ * (c) https://github.com/MontiCore/monticore
+ *
+ * The license generally applicable for this project
+ * can be found under https://github.com/MontiCore/monticore.
+ */
 /* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnntrain._cocos;
 

src/main/java/de/monticore/lang/monticar/cnntrain/_cocos/CNNTrainCocos.java

+/**
+ * (c) https://github.com/MontiCore/monticore
+ *
+ * The license generally applicable for this project
+ * can be found under https://github.com/MontiCore/monticore.
+ */
 /* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnntrain._cocos;
 
@@ -43,4 +49,4 @@ public class CNNTrainCocos {
                 .addCoCo(new CheckCriticNetworkInputs());
         checker.checkAll(configurationSymbol);
     }
-}
+}
\ No newline at end of file

src/main/java/de/monticore/lang/monticar/cnntrain/_cocos/CNNTrainConfigurationSymbolChecker.java

+/**
+ * (c) https://github.com/MontiCore/monticore
+ *
+ * The license generally applicable for this project
+ * can be found under https://github.com/MontiCore/monticore.
+ */
 /* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnntrain._cocos;
 
@@ -22,4 +28,4 @@ public class CNNTrainConfigurationSymbolChecker {
             coco.check(configurationSymbol);
         }
     }
-}
+}
\ No newline at end of file

src/main/java/de/monticore/lang/monticar/cnntrain/_cocos/CNNTrainConfigurationSymbolCoCo.java

+/**
+ * (c) https://github.com/MontiCore/monticore
+ *
+ * The license generally applicable for this project
+ * can be found under https://github.com/MontiCore/monticore.
+ */
 /* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnntrain._cocos;
 
@@ -8,4 +14,4 @@ import de.monticore.lang.monticar.cnntrain._symboltable.ConfigurationSymbol;
  */
 public interface CNNTrainConfigurationSymbolCoCo {
     void check(ConfigurationSymbol configurationSymbol);
-}
+}
\ No newline at end of file

src/main/java/de/monticore/lang/monticar/cnntrain/_cocos/CNNTrainConfigurationSymbolCoCo.java~Integrate TD3 Algorithm and Gaussian Noise

+/**
+ *
+ *  ******************************************************************************
+ *  MontiCAR Modeling Family, www.se-rwth.de
+ *  Copyright (c) 2017, Software Engineering Group at RWTH Aachen,
+ *  All rights reserved.
+ *
+ *  This project is free software; you can redistribute it and/or
+ *  modify it under the terms of the GNU Lesser General Public
+ *  License as published by the Free Software Foundation; either
+ *  version 3.0 of the License, or (at your option) any later version.
+ *  This library is distributed in the hope that it will be useful,
+ *  but WITHOUT ANY WARRANTY; without even the implied warranty of
+ *  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ *  Lesser General Public License for more details.
+ *
+ *  You should have received a copy of the GNU Lesser General Public
+ *  License along with this project. If not, see <http://www.gnu.org/licenses/>.
+ * *******************************************************************************
+ */
+package de.monticore.lang.monticar.cnntrain._cocos;
+
+import de.monticore.lang.monticar.cnntrain._symboltable.ConfigurationSymbol;
+
+/**
+ *
+ */
+public interface CNNTrainConfigurationSymbolCoCo {
+    void check(ConfigurationSymbol configurationSymbol);
+}
\ No newline at end of file

src/main/java/de/monticore/lang/monticar/cnntrain/_cocos/CNNTrainConfigurationSymbolCoCo.java~e19e3385152e0d44db9cd13f93428bb407f56cce

+/**
+ *
+ *  ******************************************************************************
+ *  MontiCAR Modeling Family, www.se-rwth.de
+ *  Copyright (c) 2017, Software Engineering Group at RWTH Aachen,
+ *  All rights reserved.
+ *
+ *  This project is free software; you can redistribute it and/or
+ *  modify it under the terms of the GNU Lesser General Public
+ *  License as published by the Free Software Foundation; either
+ *  version 3.0 of the License, or (at your option) any later version.
+ *  This library is distributed in the hope that it will be useful,
+ *  but WITHOUT ANY WARRANTY; without even the implied warranty of
+ *  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ *  Lesser General Public License for more details.
+ *
+ *  You should have received a copy of the GNU Lesser General Public
+ *  License along with this project. If not, see <http://www.gnu.org/licenses/>.
+ * *******************************************************************************
+ */
+package de.monticore.lang.monticar.cnntrain._cocos;
+
+import de.monticore.lang.monticar.cnntrain._symboltable.ConfigurationSymbol;
+
+/**
+ *
+ */
+public interface CNNTrainConfigurationSymbolCoCo {
+    void check(ConfigurationSymbol configurationSymbol);
+}
\ No newline at end of file

src/main/java/de/monticore/lang/monticar/cnntrain/_cocos/CheckActorCriticRequiresCriticNetwork.java

+/**
+ * (c) https://github.com/MontiCore/monticore
+ *
+ * The license generally applicable for this project
+ * can be found under https://github.com/MontiCore/monticore.
+ */
 /* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnntrain._cocos;
 

src/main/java/de/monticore/lang/monticar/cnntrain/_cocos/CheckContinuousRLAlgorithmUsesContinuousStrategy.java

+/**
+ * (c) https://github.com/MontiCore/monticore
+ *
+ * The license generally applicable for this project
+ * can be found under https://github.com/MontiCore/monticore.
+ */
 /* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnntrain._cocos;
 

src/main/java/de/monticore/lang/monticar/cnntrain/_cocos/CheckCriticNetworkHasExactlyAOneDimensionalOutput.java

+/**
+ * (c) https://github.com/MontiCore/monticore
+ *
+ * The license generally applicable for this project
+ * can be found under https://github.com/MontiCore/monticore.
+ */
 /* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnntrain._cocos;
 

src/main/java/de/monticore/lang/monticar/cnntrain/_cocos/CheckCriticNetworkInputs.java

+/**
+ * (c) https://github.com/MontiCore/monticore
+ *
+ * The license generally applicable for this project
+ * can be found under https://github.com/MontiCore/monticore.
+ */
 /* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnntrain._cocos;
 
@@ -96,4 +102,4 @@ public class CheckCriticNetworkInputs implements CNNTrainConfigurationSymbolCoCo
             }
         }
     }
-}
+}
\ No newline at end of file

src/main/java/de/monticore/lang/monticar/cnntrain/_cocos/CheckDiscreteRLAlgorithmUsesDiscreteStrategy.java

+/**
+ * (c) https://github.com/MontiCore/monticore
+ *
+ * The license generally applicable for this project
+ * can be found under https://github.com/MontiCore/monticore.
+ */
 /* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnntrain._cocos;
 

src/main/java/de/monticore/lang/monticar/cnntrain/_cocos/CheckEntryRepetition.java

+/**
+ * (c) https://github.com/MontiCore/monticore
+ *
+ * The license generally applicable for this project
+ * can be found under https://github.com/MontiCore/monticore.
+ */
 /* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnntrain._cocos;