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                                             * 
 * Web    : http://tmva.sourceforge.net                                           * 
 *                                                                                * 
 * 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           * 
 * (http://tmva.sourceforge.net/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 NULL; 
         } 
         return NULL; 
      } 
      
      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 NULL; 
      } 
      
      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