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Toolkit for Adaptive Stochastic Modeling and Non-Intrusive ApproximatioN: Tasmanian v8.2
 
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tsgDreamLikelihoodCore.hpp
1/*
2 * Copyright (c) 2017, Miroslav Stoyanov
3 *
4 * This file is part of
5 * Toolkit for Adaptive Stochastic Modeling And Non-Intrusive ApproximatioN: TASMANIAN
6 *
7 * Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:
8 *
9 * 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
10 *
11 * 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions
12 * and the following disclaimer in the documentation and/or other materials provided with the distribution.
13 *
14 * 3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse
15 * or promote products derived from this software without specific prior written permission.
16 *
17 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES,
18 * INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.
19 * IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY,
20 * OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA,
21 * OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
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23 *
24 * UT-BATTELLE, LLC AND THE UNITED STATES GOVERNMENT MAKE NO REPRESENTATIONS AND DISCLAIM ALL WARRANTIES, BOTH EXPRESSED AND IMPLIED.
25 * THERE ARE NO EXPRESS OR IMPLIED WARRANTIES OF MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE, OR THAT THE USE OF THE SOFTWARE WILL NOT INFRINGE ANY PATENT,
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28 * IN WHOLE OR IN PART THE USE, STORAGE OR DISPOSAL OF THE SOFTWARE.
29 */
30
31#ifndef __TASMANIAN_DREAM_LIKELY_CORE_HPP
32#define __TASMANIAN_DREAM_LIKELY_CORE_HPP
33
34#include "tsgDreamEnumerates.hpp"
35
54namespace TasDREAM{
55
58
69public:
74
76
82 virtual void getLikelihood(TypeSamplingForm form, const std::vector<double> &model, std::vector<double> &likely) const = 0;
83
85 virtual void getLikelihood(TypeSamplingForm form, double const model[], int num_samples, double likely[]) const = 0;
86
88 virtual int getNumOutputs() const = 0;
89
91 virtual operator std::function<void(TypeSamplingForm, const std::vector<double> &, std::vector<double> &)>() const{
92 return [&](TypeSamplingForm form, const std::vector<double> &model, std::vector<double> &likely)->void{
93 getLikelihood(form, model, likely);
94 };
95 };
96
97};
98
99}
100
101#endif
Interface for the likelihood classes.
Definition tsgDreamLikelihoodCore.hpp:68
virtual ~TasmanianLikelihood()
Empty virtual destructor.
Definition tsgDreamLikelihoodCore.hpp:73
TasmanianLikelihood()
Empty default constructor.
Definition tsgDreamLikelihoodCore.hpp:71
virtual int getNumOutputs() const =0
Return the number of expected model outputs.
virtual void getLikelihood(TypeSamplingForm form, const std::vector< double > &model, std::vector< double > &likely) const =0
Purely virtual method used by SampleDREAMPosterior(), computes the likelihood of multiple model value...
virtual void getLikelihood(TypeSamplingForm form, double const model[], int num_samples, double likely[]) const =0
Overload for raw-arrays, for interface purposes mostly, never called from C++ directly.
TypeSamplingForm
Describes whether sampling should be done with the regular or logarithm form of the probability densi...
Definition tsgDreamEnumerates.hpp:90
Encapsulates the Tasmanian DREAM module.
Definition TasmanianDREAM.hpp:80