Features

Projects/TensorFlow/Schemas/AppSchema.json

@@ -2189,10 +2189,18 @@
                 "action": "Add UI Object",
                 "disableIfPropertyIsDefined": true,
                 "propertyToCheckFor": "batchImputShape",
-                "label": "Add Input Shape",
+                "label": "Add Batch Input Shape",
                 "relatedUiObject": "Batch Input Shape",
                 "actionFunction": "payload.executeAction"
             },
+            {
+                "action": "Add UI Object",
+                "disableIfPropertyIsDefined": true,
+                "propertyToCheckFor": "inputFeatures",
+                "label": "Add Input Features",
+                "relatedUiObject": "Input Features",
+                "actionFunction": "payload.executeAction"
+            },
             {
                 "action": "Delete UI Object",
                 "askConfirmation": true,
@@ -2225,6 +2233,11 @@
                 "name": "batchInputShape",
                 "type": "node",
                 "childType": "Batch Input Shape"
+            },
+            {
+                "name": "inputFeatures",
+                "type": "node",
+                "childType": "Input Features"
             }
         ],
         "icon": "tensorflow"
@@ -2264,6 +2277,112 @@
         "childrenNodesProperties": [],
         "icon": "tensorflow"
     },
+    {
+        "type": "Input Features",
+        "menuItems": [
+            {
+                "action": "Add UI Object",
+                "label": "Add Feature",
+                "relatedUiObject": "Feature",
+                "actionFunction": "payload.executeAction"
+            },
+            {
+                "action": "Delete UI Object",
+                "askConfirmation": true,
+                "confirmationLabel": "Confirm to Delete",
+                "label": "Delete",
+                "iconPathOn": "delete-entity",
+                "iconPathOff": "delete-entity",
+                "actionFunction": "payload.executeAction"
+            }
+        ],
+        "addLeftIcons": true,
+        "level": 3,
+        "attachingRules": {
+            "compatibleTypes": "->Input Layer->"
+        },
+        "propertyNameAtParent": "inputFeatures",
+        "childrenNodesProperties": [
+            {
+                "name": "features",
+                "type": "array",
+                "childType": "Feature"
+            }
+        ],
+        "icon": "tensorflow"
+    },
+    {
+        "type": "Feature",
+        "menuItems": [
+            {
+                "action": "Add UI Object",
+                "disableIfPropertyIsDefined": true,
+                "propertyToCheckFor": "inpfeatureFormulautFeatures",
+                "label": "Add Feature Formula",
+                "relatedUiObject": "Feature Formula",
+                "actionFunction": "payload.executeAction"
+            },
+            {
+                "action": "Delete UI Object",
+                "askConfirmation": true,
+                "confirmationLabel": "Confirm to Delete",
+                "label": "Delete",
+                "iconPathOn": "delete-entity",
+                "iconPathOff": "delete-entity",
+                "actionFunction": "payload.executeAction"
+            }
+        ],
+        "addLeftIcons": true,
+        "level": 3,
+        "attachingRules": {
+            "compatibleTypes": "->Input Features->"
+        },
+        "propertyNameAtParent": "features",
+        "childrenNodesProperties": [
+            {
+                "name": "featureFormula",
+                "type": "node",
+                "childType": "Feature Formula",
+                "autoAdd": true
+            }
+        ],
+        "icon": "tensorflow"
+    },
+    {
+        "type": "Feature Formula",
+        "menuItems": [
+            {
+                "action": "Edit",
+                "actionFunction": "uiObject.formulaEditor.activate",
+                "label": "Edit",
+                "iconPathOn": "javascript-code",
+                "iconPathOff": "javascript-code"
+            },
+            {
+                "action": "Delete UI Object",
+                "askConfirmation": true,
+                "confirmationLabel": "Confirm to Delete",
+                "label": "Delete",
+                "iconPathOn": "delete-entity",
+                "iconPathOff": "delete-entity",
+                "actionFunction": "payload.executeAction"
+            }
+        ],
+        "editors": {
+            "formula": true
+        },
+        "initialValues": {
+            "code": ""
+        },
+        "addLeftIcons": true,
+        "level": 3,
+        "attachingRules": {
+            "compatibleTypes": "->Feature->"
+        },
+        "propertyNameAtParent": "featureFormula",
+        "childrenNodesProperties": [],
+        "icon": "tensorflow"
+    },
     {
         "type": "Output Layer",
         "menuItems": [

Projects/TensorFlow/Schemas/Docs-Nodes/feature-formula.json

@@ -0,0 +1,13 @@
+{
+    "type": "Feature Formula",
+    "definition": {
+        "text": "A formula that allows users to specify an input value using any of the Data Structures provided by Superalgos to access indicators.",
+        "updated": 1613299711281
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}

Projects/TensorFlow/Schemas/Docs-Nodes/feature.json

@@ -0,0 +1,13 @@
+{
+    "type": "Feature",
+    "definition": {
+        "text": "An input variable used in making predictions.",
+        "updated": 1613299625520
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}

Projects/TensorFlow/Schemas/Docs-Nodes/input-features.json

@@ -0,0 +1,13 @@
+{
+    "type": "Input Features",
+    "definition": {
+        "text": "Features are input variables used in making predictions.",
+        "updated": 1613297817985
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}