LiftOutputVariable.h

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// -*- C++ -*-

// PLearn (A C++ Machine Learning Library)
// Copyright (C) 2003 Olivier Delalleau

// Redistribution and use in source and binary forms, with or without
// modification, are permitted provided that the following conditions are met:
// 
//  1. Redistributions of source code must retain the above copyright
//     notice, this list of conditions and the following disclaimer.
// 
//  2. Redistributions in binary form must reproduce the above copyright
//     notice, this list of conditions and the following disclaimer in the
//     documentation and/or other materials provided with the distribution.
// 
//  3. The name of the authors may not be used to endorse or promote
//     products derived from this software without specific prior written
//     permission.
// 
// THIS SOFTWARE IS PROVIDED BY THE AUTHORS ``AS IS'' AND ANY EXPRESS OR
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// This file is part of the PLearn library. For more information on the PLearn
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/* *******************************************************      
   * $Id: LiftOutputVariable.h,v 1.3 2004/04/27 15:58:16 morinf Exp $
   * This file is part of the PLearn library.
   ******************************************************* */

#ifndef LiftOutputVariable_INC
#define LiftOutputVariable_INC

#include "BinaryVariable.h"

namespace PLearn {
using namespace std;

class LiftOutputVariable: public BinaryVariable
{
  typedef BinaryVariable inherited;

public:
  LiftOutputVariable() {}
  LiftOutputVariable(Variable* netout, Variable* target);

  PLEARN_DECLARE_OBJECT(LiftOutputVariable);

  virtual void build();

  virtual void recomputeSize(int& l, int& w) const;
  virtual void fprop();
  virtual void bprop();

protected:
    void build_();
};

DECLARE_OBJECT_PTR(LiftOutputVariable);

inline Var lift_output(Var linear_output, Var target)
{
  return new LiftOutputVariable(linear_output, target);
}

} // end of namespace PLearn

#endif 

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