NeuroNetworksBook/Include/realization/layerdescription.mqh

<EFBFBD><EFBFBD>//+------------------------------------------------------------------+
//|                                             LayerDescription.mqh |
//|                                  Copyright 2021, MetaQuotes Ltd. |
//|                                             https://www.mql5.com |
//+------------------------------------------------------------------+
#property copyright "Copyright 2021, MetaQuotes Ltd."
#property link      "https://www.mql5.com"
//+------------------------------------------------------------------+
//| >4:;NG05< 181;8>B5:8                                            |
//+------------------------------------------------------------------+
#ifndef Defines
   #include "defines.mqh"
#endif
#include <Object.mqh>
//+------------------------------------------------------------------+
//| Class CLayerDescription                                          |
//| 07=0G5=85: ;0AA >?8A0=8O A>740205<>3> =59@>==>3> A;>O          |
//+------------------------------------------------------------------+
class CLayerDescription : public CObject
  {
public:
                     CLayerDescription(void);
                    ~CLayerDescription(void) {};
   //---
   int               type;         // "8? =59@>==>3> A;>O
   int               count;        // >;8G5AB2> =59@>=>2 2 A;>5
   int               window;       //  07<5@ >:=0 8AE>4=KE 40==KE
   int               window_out;   //  07<5@ >:=0 @57C;LB0B>2
   int               step;         // (03 >:=0 8AE>4=KE 40==KE
   int               layers;       // >;8G5AB2> =59@>==KE A;>Q2
   int               batch;        //  07<5@ ?0:5B0 >1=>2;5=8O <0B@8FK 25A>2
   ENUM_ACTIVATION   activation;   // "8? DC=:F88 0:B820F88
   double            activation_params[2];
                                   // 0AA82 ?0@0<5B@>2 DC=:F88 0:B820F88
   ENUM_OPTIMIZATION optimization; // "8? >?B8<870F88 <0B@8FK 25A>2
   double            probability;  // 25@>OB=>ABL <0A:8@>20=8O, B>;L:> Dropout
  };
//+------------------------------------------------------------------+
//| >=AB@C:B>@ :;0AA0                                               |
//+------------------------------------------------------------------+
CLayerDescription::CLayerDescription(void)   :  type(defNeuronBase),
                                                count(100),
                                                window(0),
                                                step(0),
                                                layers(1),
                                                activation(ACT_TANH),
                                                optimization(Adam),
                                                probability(0.0),
                                                batch(100)
  {
   activation_params[0] = 1;
   activation_params[1] = 0;
  }
//+------------------------------------------------------------------+