TNeuronInputChooser.h

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// @(#)root/tmva $Id$
// Author: Matt Jachowski
 
/**********************************************************************************
 * Project: TMVA - a Root-integrated toolkit for multivariate data analysis       *
 * Package: TMVA                                                                  *
 * Class  : TMVA::TNeuronInputChooser                                             *
 *                                             *
 *                                                                                *
 * Description:                                                                   *
 *      Class for easily choosing neuron input functions.                         *
 *                                                                                *
 * Authors (alphabetical):                                                        *
 *      Matt Jachowski  <jachowski@stanford.edu> - Stanford University, USA       *
 *                                                                                *
 * Copyright (c) 2005:                                                            *
 *      CERN, Switzerland                                                         *
 *                                                                                *
 * Redistribution and use in source and binary forms, with or without             *
 * modification, are permitted according to the terms listed in LICENSE           *
 * (see tmva/doc/LICENSE)                                          *
 **********************************************************************************/
 
 
#ifndef ROOT_TMVA_TNeuronInputChooser
#define ROOT_TMVA_TNeuronInputChooser
 
//////////////////////////////////////////////////////////////////////////
//                                                                      //
// TNeuronInputChooser                                                  //
//                                                                      //
// Class for easily choosing neuron input functions                     //
//                                                                      //
//////////////////////////////////////////////////////////////////////////
 
#include <vector>
#ifndef ROOT_TString
#include "TString.h"
#endif
 
#ifndef ROOT_TMVA_TActivation
#ifndef ROOT_TNeuronInput
#include "TNeuronInput.h"
#endif
#endif
#ifndef ROOT_TMVA_TNeuronInputSum
#ifndef ROOT_TNeuronInputSum
#include "TNeuronInputSum.h"
#endif
#endif
#ifndef ROOT_TMVA_TNeuronInputSqSum
#ifndef ROOT_TNeuronInputSqSum
#include "TNeuronInputSqSum.h"
#endif
#endif
#ifndef ROOT_TMVA_TNeuronInputAbs
#ifndef ROOT_TNeuronInputAbs
#include "TNeuronInputAbs.h"
#endif
#endif
 
namespace TMVA {
 
   class TNeuron;
 
   class TNeuronInputChooser {
 
   public:
 
      TNeuronInputChooser()
         {
            fSUM    = "sum";
            fSQSUM  = "sqsum";
            fABSSUM = "abssum";
         }
      virtual ~TNeuronInputChooser() {}
 
      enum ENeuronInputType { kSum = 0,
                              kSqSum,
                              kAbsSum
      };
 
      TNeuronInput* CreateNeuronInput(ENeuronInputType type) const
      {
         switch (type) {
         case kSum:    return new TNeuronInputSum();
         case kSqSum:  return new TNeuronInputSqSum();
         case kAbsSum: return new TNeuronInputAbs();
         default: return nullptr;
         }
         return nullptr;
      }
 
      TNeuronInput* CreateNeuronInput(const TString type) const
      {
         if      (type == fSUM)    return CreateNeuronInput(kSum);
         else if (type == fSQSUM)  return CreateNeuronInput(kSqSum);
         else if (type == fABSSUM) return CreateNeuronInput(kAbsSum);
         else                      return nullptr;
      }
 
      std::vector<TString>* GetAllNeuronInputNames() const
         {
            std::vector<TString>* names = new std::vector<TString>();
            names->push_back(fSUM);
            names->push_back(fSQSUM);
            names->push_back(fABSSUM);
            return names;
         }
 
   private:
 
      TString fSUM;    ///< neuron input type name
      TString fSQSUM;  ///< neuron input type name
      TString fABSSUM; ///< neuron input type name
 
      ClassDef(TNeuronInputChooser,0); // Class for choosing neuron input functions
   };
 
} // namespace TMVA
 
#endif