Regularization.h

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#ifndef OPENANN_REGULARIZATION_H_
#define OPENANN_REGULARIZATION_H_

namespace OpenANN
{

class Regularization
{
public:
  double l1Penalty;
  double l2Penalty;
  double maxSquaredWeightNorm;

  Regularization(double l1Penalty = 0.0, double l2Penalty = 0.0,
                 double maxSquaredWeightNorm = 0.0)
    : l1Penalty(l1Penalty), l2Penalty(l2Penalty),
      maxSquaredWeightNorm(maxSquaredWeightNorm)
  {
  }
};

} // namespace OpenANN

#endif // OPENANN_REGULARIZATION_H_