#include <MarkovChainFactory.hpp>
Collaboration diagram for hops::MarkovChainFactory:
Static Public Member Functions | |
| template<typename MatrixType , typename VectorType , typename Proposal > | |
| static std::unique_ptr< MarkovChain > | createMarkovChain (Proposal m_proposal) |
| Creates a Markov chain for uniform sampling of convex polytopes using an arbitrary m_proposal class. More... | |
| template<typename MatrixType , typename VectorType > | |
| static std::unique_ptr< MarkovChain > | createMarkovChain (MarkovChainType type, MatrixType inequalityLhs, VectorType inequalityRhs, VectorType startingPoint) |
| Creates a Markov chain for uniform sampling of convex polytopes. More... | |
| template<typename MatrixType , typename VectorType , typename Proposal > | |
| static std::unique_ptr< MarkovChain > | createMarkovChain (Proposal m_proposal, MatrixType unroundingTransformation, VectorType unroundingShift) |
| Creates a Markov chain for uniform sampling of rounded convex polytopes. More... | |
| template<typename MatrixType , typename VectorType > | |
| static std::unique_ptr< MarkovChain > | createMarkovChain (MarkovChainType type, MatrixType roundedInequalityLhs, VectorType roundedInequalityRhs, VectorType startingPoint, MatrixType unroundingTransformation, VectorType unroundingShift) |
| Creates a Markov chain for uniform sampling of rounded convex polytopes. More... | |
| template<typename MatrixType , typename VectorType , typename Proposal > | |
| static std::unique_ptr< MarkovChain > | createMarkovChain (Proposal m_proposal, std::shared_ptr< Model > model) |
| Creates a Markov chain for sampling the likelihood of a with the domain of a convex polytope. More... | |
| template<typename MatrixType , typename VectorType > | |
| static std::unique_ptr< MarkovChain > | createMarkovChain (MarkovChainType type, MatrixType inequalityLhs, VectorType inequalityRhs, VectorType startingPoint, const std::shared_ptr< Model > &model) |
| Creates a Markov chain for sampling the likelihood of a model with the domain of a convex polytope. More... | |
| template<typename MatrixType , typename VectorType > | |
| static std::unique_ptr< MarkovChain > | createMarkovChainWithParallelTempering (MarkovChainType type, MatrixType inequalityLhs, VectorType inequalityRhs, VectorType startingPoint, const std::shared_ptr< Model > &model, RandomNumberGenerator synchronizedRandomNumberGenerator) |
| Creates a Markov chain for sampling the likelihood of a model with the domain of a convex polytope with parallel tempering. More... | |
| template<typename MatrixType , typename VectorType , typename Proposal > | |
| static std::unique_ptr< MarkovChain > | createMarkovChain (Proposal m_proposal, MatrixType unroundingTransformation, VectorType unroundingShift, std::shared_ptr< Model > model) |
| Creates a Markov chain for sampling the likelihood of a model with the domain of a rounded convex polytope. More... | |
| template<typename MatrixType , typename VectorType > | |
| static std::unique_ptr< MarkovChain > | createMarkovChain (MarkovChainType type, MatrixType roundedInequalityLhs, VectorType roundedInequalityRhs, VectorType startingPoint, MatrixType unroundingTransformation, VectorType unroundingShift, const std::shared_ptr< Model > &model) |
| Creates a Markov chain for sampling the likelihood of a model with the domain of a rounded convex polytope. More... | |
| template<typename MatrixType , typename VectorType > | |
| static std::unique_ptr< MarkovChain > | createMarkovChainWithParallelTempering (MarkovChainType type, MatrixType roundedInequalityLhs, VectorType roundedInequalityRhs, VectorType startingPoint, MatrixType unroundingTransformation, VectorType unroundingShift, const std::shared_ptr< Model > &model, RandomNumberGenerator synchronizedRandomNumberGenerator) |
| Creates a Markov chain for sampling the likelihood of a model with the domain of a rounded convex polytope with parallel tempering. More... | |
Member Function Documentation
◆ createMarkovChain() [1/8]
template<typename MatrixType , typename VectorType >
|
inlinestatic |
Creates a Markov chain for uniform sampling of convex polytopes.
- Template Parameters
-
MatrixType VectorType
- Parameters
-
type inequalityLhs inequalityRhs startingPoint
- Returns
◆ createMarkovChain() [2/8]
template<typename MatrixType , typename VectorType >
|
inlinestatic |
Creates a Markov chain for sampling the likelihood of a model with the domain of a convex polytope.
- Template Parameters
-
MatrixType VectorType Model
- Parameters
-
type inequalityLhs inequalityRhs startingPoint model
- Returns
◆ createMarkovChain() [3/8]
template<typename MatrixType , typename VectorType >
|
inlinestatic |
Creates a Markov chain for uniform sampling of rounded convex polytopes.
- Template Parameters
-
MatrixType VectorType
- Parameters
-
type roundedInequalityLhs roundedInequalityRhs startingPoint unroundingTransformation unroundingShift
- Returns
◆ createMarkovChain() [4/8]
template<typename MatrixType , typename VectorType >
|
inlinestatic |
Creates a Markov chain for sampling the likelihood of a model with the domain of a rounded convex polytope.
- Template Parameters
-
MatrixType VectorType Model
- Parameters
-
type roundedInequalityLhs roundedInequalityRhs startingPoint unroundingTransformation unroundingShift model
- Returns
◆ createMarkovChain() [5/8]
template<typename MatrixType , typename VectorType , typename Proposal >
|
inlinestatic |
Creates a Markov chain for uniform sampling of convex polytopes using an arbitrary m_proposal class.
- Template Parameters
-
MatrixType VectorType Proposal
- Parameters
-
m_proposal
- Returns
◆ createMarkovChain() [6/8]
template<typename MatrixType , typename VectorType , typename Proposal >
|
inlinestatic |
Creates a Markov chain for uniform sampling of rounded convex polytopes.
- Template Parameters
-
MatrixType VectorType Proposal
- Parameters
-
m_proposal unroundingTransformation unroundingShift
- Returns
◆ createMarkovChain() [7/8]
template<typename MatrixType , typename VectorType , typename Proposal >
|
inlinestatic |
Creates a Markov chain for sampling the likelihood of a model with the domain of a rounded convex polytope.
- Template Parameters
-
MatrixType VectorType Model Proposal
- Parameters
-
m_proposal unroundingTransformation unroundingShift model
- Returns
◆ createMarkovChain() [8/8]
template<typename MatrixType , typename VectorType , typename Proposal >
|
inlinestatic |
Creates a Markov chain for sampling the likelihood of a with the domain of a convex polytope.
- Template Parameters
-
MatrixType VectorType Model Proposal
- Parameters
-
m_proposal model
- Returns
◆ createMarkovChainWithParallelTempering() [1/2]
template<typename MatrixType , typename VectorType >
|
inlinestatic |
Creates a Markov chain for sampling the likelihood of a model with the domain of a convex polytope with parallel tempering.
- Template Parameters
-
MatrixType VectorType Model
- Parameters
-
type inequalityLhs inequalityRhs startingPoint model synchronizedRandomNumberGenerator required for efficient parallel tempering
- Returns
◆ createMarkovChainWithParallelTempering() [2/2]
template<typename MatrixType , typename VectorType >
|
inlinestatic |
Creates a Markov chain for sampling the likelihood of a model with the domain of a rounded convex polytope with parallel tempering.
- Template Parameters
-
MatrixType VectorType Model
- Parameters
-
type roundedInequalityLhs roundedInequalityRhs startingPoint unroundingTransformation unroundingShift model synchronizedRandomNumberGenerator (required for efficient parallel tempering)
- Returns
The documentation for this class was generated from the following file:
