From f1edb81a7eca398722468d9a5778555e936dcbd3 Mon Sep 17 00:00:00 2001
From: Hadi Khazaee Asl <hadi_khazaee_asl@yahoo.com>
Date: Sat, 15 Jun 2024 09:00:03 +0330
Subject: [PATCH] last ...

---
 Classes/x-saherelm.x121.setup.xea.mq5 | 36 ++++++++++----------
 Documents/NN/1.md                     |  0
 Documents/NN/Documents.md             |  4 +++
 Experts/x-nn-test.mq5                 | 47 ++++++++++++++++++++++++++-
 4 files changed, 68 insertions(+), 19 deletions(-)
 delete mode 100644 Documents/NN/1.md

diff --git a/Classes/x-saherelm.x121.setup.xea.mq5 b/Classes/x-saherelm.x121.setup.xea.mq5
index 1fa5d7c8..7eaea5cd 100644
--- a/Classes/x-saherelm.x121.setup.xea.mq5
+++ b/Classes/x-saherelm.x121.setup.xea.mq5
@@ -2216,25 +2216,25 @@ public:
             }
         }
 
-        //
-        // Create Score Summary for Commenting on Chart ...
-        string scoreSummary =
-            //
-            "----------" + separator +
-            "Bullish Score: " + ToString(mBullishScore) + separator +
-            "Bullish Signs: " + ToString(mBullishSigns) + separator +
-            "----------" + separator +
-            "Bearish Score: " + ToString(mBearishScore) + separator +
-            "Bearish Signs: " + ToString(mBearishSigns) + separator +
-            "----------" + separator +
-            "Volume: " + ToString(mVolumeOSC) + separator +
-            "DrawDown: " + ToString(GetDrawdownPercent()) + "%" +
-            ""
-            //
-            ;
+        // //
+        // // Create Score Summary for Commenting on Chart ...
+        // string scoreSummary =
+        //     //
+        //     "----------" + separator +
+        //     "Bullish Score: " + ToString(mBullishScore) + separator +
+        //     "Bullish Signs: " + ToString(mBullishSigns) + separator +
+        //     "----------" + separator +
+        //     "Bearish Score: " + ToString(mBearishScore) + separator +
+        //     "Bearish Signs: " + ToString(mBearishSigns) + separator +
+        //     "----------" + separator +
+        //     "Volume: " + ToString(mVolumeOSC) + separator +
+        //     "DrawDown: " + ToString(GetDrawdownPercent()) + "%" +
+        //     ""
+        //     //
+        //     ;
 
-        //
-        Comment(scoreSummary);
+        // //
+        // Comment(scoreSummary);
 
         //
         result = ArraySize(signals);
diff --git a/Documents/NN/1.md b/Documents/NN/1.md
deleted file mode 100644
index e69de29b..00000000
diff --git a/Documents/NN/Documents.md b/Documents/NN/Documents.md
index eec4046f..a8238542 100644
--- a/Documents/NN/Documents.md
+++ b/Documents/NN/Documents.md
@@ -67,3 +67,7 @@ it recieved a Net Input (Weighted functions);
 ## Unti Step
 
 a Graph by y axix Output and x axix Net Input and values in y between 0, 1 and x is 0 to TETA or threshold.
+
+### Sigmoid
+
+Change Activation Functions Shape;
diff --git a/Experts/x-nn-test.mq5 b/Experts/x-nn-test.mq5
index a13555ef..723814e7 100644
--- a/Experts/x-nn-test.mq5
+++ b/Experts/x-nn-test.mq5
@@ -27,11 +27,39 @@
 
 //
 // Inputs ...
+input group "Weights";
+input double w0 = 0.5;
+input double w1 = 0.5;
+input double w2 = 0.5;
+input double w3 = 0.5;
+input double w4 = 0.5;
+input double w5 = 0.5;
+input double w6 = 0.5;
+input double w7 = 0.5;
+input double w8 = 0.5;
+input double w9 = 0.5;
 
 //
 // Variables ...
 int barsTotal;
 
+//
+string mSymbol;
+double mVolume;
+ENUM_TIMEFRAMES mPeriod;
+
+//
+// This is our Data Provider ...
+int rsiHandler = INVALID_HANDLE;
+double rsi[];
+
+//
+double inputs[];  // Storing Inputs
+double weights[]; // Storing Weights;
+
+//
+double output; // Output Neuron Value
+
 //
 // Initialization ...
 int OnInit()
@@ -86,7 +114,7 @@ void OnTick()
 }
 
 //
-//
+// Custom Functions ...
 
 //
 bool InitialEA()
@@ -94,6 +122,23 @@ bool InitialEA()
     //
     bool result = false;
 
+    //
+    mSymbol = _Symbol;
+    mPeriod = _Period;
+
+    //
+    // Initialize RSI Handler ...
+    rsiHandler = iRSI(
+        mSymbol,
+        mPeriod,
+        14,
+        PRICE_CLOSE //
+    );
+    result = rsiHandler != INVALID_HANDLE;
+    if (!result) {
+        return result;
+    }
+
     //
     result = true;