gp.hpp

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#ifndef __GP_H_
#define __GP_H_

#include <stdexcept>

#include <optk/optimiser.hpp>
#include <optk/types.hpp>

class gp_opt: public optk::optimiser {

    public:

        gp_opt();

        void update_search_space (sspace::sspace_t *space) override;

        inst::set generate_parameters (int param_id) override;

        void receive_trial_results (
                int param_id,
                inst::set params,
                double value
                ) override;

    private:

        uint n_iters;

        sspace::sspace_t *m_space;

};

#endif // _GP_H__