RandomVariable.h

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#ifndef RANDOMVARIABLE_H
#define RANDOMVARIABLE_H
 
#include "MUQ/Modeling/Distributions/Distribution.h"
#include "MUQ/Modeling/ModPiece.h"
 
namespace muq{
  namespace Modeling{
 
    class RandomVariable : public Distribution, public ModPiece{
 
    public:
      RandomVariable(std::shared_ptr<Distribution> distIn);
 
      virtual ~RandomVariable() = default;
 
    protected:
      std::shared_ptr<Distribution> dist;
 
      virtual void EvaluateImpl(ref_vector<Eigen::VectorXd> const& inputs) override;
 
      virtual double LogDensityImpl(ref_vector<Eigen::VectorXd> const& inputs) override;
      virtual Eigen::VectorXd GradLogDensityImpl(unsigned int wrt, ref_vector<Eigen::VectorXd> const& inputs) override;
      virtual Eigen::VectorXd SampleImpl(ref_vector<Eigen::VectorXd> const& inputs) override;
 
    }; // class RandomVariable
 
  } // namespace Modeling
} // namespace muq
 
 
 
#endif // #ifndef RANDOMVARIABLE_H