Detailed Description

Definition at line 56 of file StreamingMMD.cpp.

Public Member Functions
	Self (CStreamingMMD &cmmd)

void	create_statistic_job ()

void	create_variance_job ()

void	create_computation_jobs ()

void	merge_samples (NextSamples &, std::vector< CFeatures *> &) const

void	compute_kernel (ComputationManager &, std::vector< CFeatures > &, CKernel ) const

void	compute_jobs (ComputationManager &) const

std::pair< float64_t, float64_t >	compute_statistic_variance ()

std::pair< SGVector< float64_t >, SGMatrix< float64_t > >	compute_statistic_and_Q (const KernelManager &)

SGVector< float64_t >	sample_null ()

Public Attributes
CStreamingMMD &	owner

bool	use_gpu

index_t	num_null_samples

EStatisticType	statistic_type

EVarianceEstimationMethod	variance_estimation_method

ENullApproximationMethod	null_approximation_method

std::function< float32_t(const SGMatrix< float32_t > &)>	statistic_job

std::function< float32_t(const SGMatrix< float32_t > &)>	permutation_job

std::function< float32_t(const SGMatrix< float32_t > &)>	variance_job

Constructor & Destructor Documentation

◆ Self()

Self ( CStreamingMMD & cmmd )

Definition at line 86 of file StreamingMMD.cpp.

Member Function Documentation

◆ compute_jobs()

void compute_jobs ( ComputationManager & cm ) const

Definition at line 169 of file StreamingMMD.cpp.

◆ compute_kernel()

void compute_kernel	(	ComputationManager &	cm,
		std::vector< CFeatures *> &	blocks,
		CKernel *	kernel
	)		const

Definition at line 148 of file StreamingMMD.cpp.

◆ compute_statistic_and_Q()

std::pair< SGVector< float64_t >, SGMatrix< float64_t > > compute_statistic_and_Q ( const KernelManager & kernel_selection_mgr )

Definition at line 251 of file StreamingMMD.cpp.

◆ compute_statistic_variance()

std::pair< float64_t, float64_t > compute_statistic_variance ( )

Definition at line 177 of file StreamingMMD.cpp.

◆ create_computation_jobs()

void create_computation_jobs ( )

Definition at line 95 of file StreamingMMD.cpp.

◆ create_statistic_job()

void create_statistic_job ( )

Definition at line 101 of file StreamingMMD.cpp.

◆ create_variance_job()

void create_variance_job ( )

Definition at line 120 of file StreamingMMD.cpp.

◆ merge_samples()

void merge_samples	(	NextSamples &	next_burst,
		std::vector< CFeatures *> &	blocks
	)		const

Definition at line 134 of file StreamingMMD.cpp.

◆ sample_null()

SGVector< float64_t > sample_null ( )

Definition at line 329 of file StreamingMMD.cpp.

Member Data Documentation

◆ null_approximation_method

ENullApproximationMethod null_approximation_method

Definition at line 79 of file StreamingMMD.cpp.

◆ num_null_samples

index_t num_null_samples

Definition at line 75 of file StreamingMMD.cpp.

◆ owner

CStreamingMMD& owner

Definition at line 72 of file StreamingMMD.cpp.

◆ permutation_job

std::function<float32_t(const SGMatrix<float32_t>&)> permutation_job

Definition at line 82 of file StreamingMMD.cpp.

◆ statistic_job

std::function<float32_t(const SGMatrix<float32_t>&)> statistic_job

Definition at line 81 of file StreamingMMD.cpp.

◆ statistic_type

EStatisticType statistic_type

Definition at line 77 of file StreamingMMD.cpp.

◆ use_gpu

bool use_gpu

Definition at line 74 of file StreamingMMD.cpp.

◆ variance_estimation_method

EVarianceEstimationMethod variance_estimation_method

Definition at line 78 of file StreamingMMD.cpp.

◆ variance_job

std::function<float32_t(const SGMatrix<float32_t>&)> variance_job

Definition at line 83 of file StreamingMMD.cpp.

The documentation for this struct was generated from the following file:

StreamingMMD.cpp