diff --git a/Projects/Superalgos/UI/Function-Libraries/LearningSessionFunctions.js b/Projects/Superalgos/UI/Function-Libraries/LearningSessionFunctions.js
index e86f6f658..86046f20e 100644
--- a/Projects/Superalgos/UI/Function-Libraries/LearningSessionFunctions.js
+++ b/Projects/Superalgos/UI/Function-Libraries/LearningSessionFunctions.js
@@ -68,6 +68,7 @@ function newSuperalgosFunctionLibraryLearningSessionFunctions() {
             'Environment Flags->Debug Mode->Production Mode->' +
             'Supervised Learning->Unsupervised Learning->Self Learning->Reinforcement Learning->' +
             'Artificial Neural Network->Model->' +
+            'Optimizer->Loss Function->Metrics->' +
             'Layers API->Code API->' +
             'Secuential Model->Functional Model->' + 
             'Input Layer->Secuential Layer->Output Layer->'+
diff --git a/Projects/TensorFlow/Schemas/AppSchema.json b/Projects/TensorFlow/Schemas/AppSchema.json
index 8ae91039e..6a46c152b 100644
--- a/Projects/TensorFlow/Schemas/AppSchema.json
+++ b/Projects/TensorFlow/Schemas/AppSchema.json
@@ -351,6 +351,30 @@
                 "relatedUiObject": "Core API",
                 "actionFunction": "payload.executeAction"
             },
+            {
+                "action": "Add UI Object",
+                "disableIfPropertyIsDefined": true,
+                "propertyToCheckFor": "optimizer",
+                "label": "Add Optimizer",
+                "relatedUiObject": "Optimizer",
+                "actionFunction": "payload.executeAction"
+            },
+            {
+                "action": "Add UI Object",
+                "disableIfPropertyIsDefined": true,
+                "propertyToCheckFor": "lossFunction",
+                "label": "Add Loss Function",
+                "relatedUiObject": "Loss Function",
+                "actionFunction": "payload.executeAction"
+            },
+            {
+                "action": "Add UI Object",
+                "disableIfPropertyIsDefined": true,
+                "propertyToCheckFor": "metrics",
+                "label": "Add Metrics",
+                "relatedUiObject": "Metrics",
+                "actionFunction": "payload.executeAction"
+            },
             {
                 "action": "Delete UI Object",
                 "askConfirmation": true,
@@ -383,10 +407,130 @@
                 "name": "api",
                 "type": "node",
                 "childType": "Core API"
+            },
+            {
+                "name": "optimizer",
+                "type": "node",
+                "childType": "Optimizer"
+            },
+            {
+                "name": "lossFunction",
+                "type": "node",
+                "childType": "Loss Function"
+            },
+            {
+                "name": "metrics",
+                "type": "node",
+                "childType": "Metrics"
             }
         ],
         "icon": "tensorflow"
     },
+    {
+        "type": "Optimizer",
+        "menuItems": [
+            {
+                "action": "Configure",
+                "label": "Configure",
+                "iconPathOn": "configuration",
+                "iconPathOff": "configuration",
+                "actionFunction": "uiObject.configEditor.activate"
+            },
+            {
+                "action": "Delete UI Object",
+                "askConfirmation": true,
+                "confirmationLabel": "Confirm to Delete",
+                "label": "Delete",
+                "iconPathOn": "delete-entity",
+                "iconPathOff": "delete-entity",
+                "actionFunction": "payload.executeAction"
+            }
+        ],
+        "editors": {
+            "config": true
+        },
+        "initialValues": {
+            "config": "{ \n  \"value\": \"sgd\"\n}"
+        },
+        "addLeftIcons": true,
+        "level": 3,
+        "attachingRules": {
+            "compatibleTypes": "->Model->"
+        },
+        "propertyNameAtParent": "optimizer",
+        "childrenNodesProperties": [],
+        "icon": "tensorflow"
+    },
+    {
+        "type": "Loss Function",
+        "menuItems": [
+            {
+                "action": "Configure",
+                "label": "Configure",
+                "iconPathOn": "configuration",
+                "iconPathOff": "configuration",
+                "actionFunction": "uiObject.configEditor.activate"
+            },
+            {
+                "action": "Delete UI Object",
+                "askConfirmation": true,
+                "confirmationLabel": "Confirm to Delete",
+                "label": "Delete",
+                "iconPathOn": "delete-entity",
+                "iconPathOff": "delete-entity",
+                "actionFunction": "payload.executeAction"
+            }
+        ],
+        "editors": {
+            "config": true
+        },
+        "initialValues": {
+            "config": "{ \n  \"value\": \"categoricalCrossentropy\"\n}"
+        },
+        "addLeftIcons": true,
+        "level": 3,
+        "attachingRules": {
+            "compatibleTypes": "->Model->"
+        },
+        "propertyNameAtParent": "lossFunction",
+        "childrenNodesProperties": [],
+        "icon": "tensorflow"
+    },
+    {
+        "type": "Metrics",
+        "menuItems": [
+            {
+                "action": "Configure",
+                "label": "Configure",
+                "iconPathOn": "configuration",
+                "iconPathOff": "configuration",
+                "actionFunction": "uiObject.configEditor.activate"
+            },
+            {
+                "action": "Delete UI Object",
+                "askConfirmation": true,
+                "confirmationLabel": "Confirm to Delete",
+                "label": "Delete",
+                "iconPathOn": "delete-entity",
+                "iconPathOff": "delete-entity",
+                "actionFunction": "payload.executeAction"
+            }
+        ],
+        "editors": {
+            "config": true
+        },
+        "initialValues": {
+            "config": "{ \n  \"value\": [\"accuracy\"]\n}"
+        },
+        "addLeftIcons": true,
+        "level": 3,
+        "attachingRules": {
+            "compatibleTypes": "->Model->"
+        },
+        "propertyNameAtParent": "metrics",
+        "childrenNodesProperties": [],
+        "icon": "tensorflow"
+    },
     {
         "type": "Layers API",
         "menuItems": [
diff --git a/Projects/TensorFlow/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/TensorFlowLibrary.js b/Projects/TensorFlow/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/TensorFlowLibrary.js
index 317d9d25b..0d281d448 100644
--- a/Projects/TensorFlow/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/TensorFlowLibrary.js
+++ b/Projects/TensorFlow/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/TensorFlowLibrary.js
@@ -37,6 +37,7 @@ exports.newTensorFlowBotModulesTensorFlowLibrary = function (processIndex) {
         setupBackend()
         setupEnvironmentFlags()
         setupModel()
+        compileModel()
 
         callbackFunction(TS.projects.superalgos.globals.standardResponses.DEFAULT_OK_RESPONSE)
 
@@ -235,6 +236,40 @@ exports.newTensorFlowBotModulesTensorFlowLibrary = function (processIndex) {
                 }
             }
         }
+
+        function compileModel() {
+            if (learningSystem.machineLearningLibrary.typeOfLearning.typeOfModel.model.optimizer === undefined) {
+                //TODO
+                return
+            }
+            if (learningSystem.machineLearningLibrary.typeOfLearning.typeOfModel.model.optimizer.config.value === undefined) {
+                //TODO
+                return
+            }
+            if (learningSystem.machineLearningLibrary.typeOfLearning.typeOfModel.model.lossFunction === undefined) {
+                //TODO
+                return
+            }
+            if (learningSystem.machineLearningLibrary.typeOfLearning.typeOfModel.model.lossFunction.config.value === undefined) {
+                //TODO
+                return
+            }
+            if (learningSystem.machineLearningLibrary.typeOfLearning.typeOfModel.model.metrics === undefined) {
+                //TODO
+                return
+            }
+            if (learningSystem.machineLearningLibrary.typeOfLearning.typeOfModel.model.metrics.config.value === undefined) {
+                //TODO
+                return
+            }
+            let compileArgs = {
+                optimizer: learningSystem.machineLearningLibrary.typeOfLearning.typeOfModel.model.optimizer.config.value,
+                loss: learningSystem.machineLearningLibrary.typeOfLearning.typeOfModel.model.lossFunction.config.value,
+                metrics: [learningSystem.machineLearningLibrary.typeOfLearning.typeOfModel.model.metrics.config.value]
+            }
+
+            tensorFlowModel.compile(compileArgs)
+        }
     }
 
     function finalize() {