NeuroBook/Include/realization/layerdescription.mqh

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//|                                             LayerDescription.mqh |

//|                                  Copyright 2021, MetaQuotes Ltd. |

//|                                             https://www.mql5.com |

//+------------------------------------------------------------------+

#property copyright "Copyright 2021, MetaQuotes Ltd."

#property link      "https://www.mql5.com"

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//| Connect libraries                                                |

//+------------------------------------------------------------------+

#ifndef Defines

#include "defines.mqh"

#endif

#include <Object.mqh>

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//| Class CLayerDescription                                          |

//| Purpose: Class for describing the neural layer to create         |

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class CLayerDescription : public CObject

  {

public:

                     CLayerDescription(void);

                    ~CLayerDescription(void) {};

   //---

   int               type;         // type of neural layer

   int               count;        // number of neurons in the layer

   int               window;       // size of the source data window

   int               window_out;   // size of results window

   int               step;         // step of the source data window

   int               layers;       // number of neural layers

   int               batch;        // size of the weight matrix update batch

   ENUM_ACTIVATION_FUNCTION   activation;   // activation function type

   VECTOR            activation_params;

   // array of activation function parameters

   ENUM_OPTIMIZATION optimization; // weight matrix optimization type

   TYPE              probability;  // masking probability, only Dropout

   bool              Copy(const CLayerDescription *source);

   virtual int       Type(void) override           const { return(defLayerDescription); }

  };

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