GibbsSampling.h

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#ifndef GUM_GIBBS_SAMPLING_H
#define GUM_GIBBS_SAMPLING_H
 
#include <agrum/BN/inference/tools/samplingInference.h>
 
namespace gum {

 
  template < typename GUM_SCALAR >
  class GibbsSampling: public SamplingInference< GUM_SCALAR >, public GibbsOperator< GUM_SCALAR > {
    public:
    explicit GibbsSampling(const IBayesNet< GUM_SCALAR >* bn);

    ~GibbsSampling() override;

    void setBurnIn(Size b) { this->burn_in_ = b; };

    Size burnIn() const { return this->burn_in_; };
 
    protected:
    Instantiation burnIn_() override;


    Instantiation draw_(GUM_SCALAR* w, Instantiation prev) override;


    Instantiation monteCarloSample_();
  };
 
 
#ifndef GUM_NO_EXTERN_TEMPLATE_CLASS
  extern template class GibbsSampling< double >;
#endif
}   // namespace gum
 
#include <agrum/BN/inference/GibbsSampling_tpl.h>
#endif