ImplementationBase< RandomAccessIterator, KernelCallback, DistanceCallback, FeaturesCallback > Class Template Reference

#include <methods.hpp>

Public Member Functions
	ImplementationBase (RandomAccessIterator b, RandomAccessIterator e, KernelCallback k, DistanceCallback d, FeaturesCallback f, ParametersSet &pmap, const Context &ctx)
TapkeeOutput	embedUsing (DimensionReductionMethod method)

Private Member Functions
template<class Distance >
Neighbors	findNeighborsWith (Distance d)
TapkeeOutput	embedEmpty ()
TapkeeOutput	embedKernelLocallyLinearEmbedding ()
TapkeeOutput	embedKernelLocalTangentSpaceAlignment ()
TapkeeOutput	embedDiffusionMap ()
TapkeeOutput	embedMultidimensionalScaling ()
TapkeeOutput	embedLandmarkMultidimensionalScaling ()
TapkeeOutput	embedIsomap ()
TapkeeOutput	embedLandmarkIsomap ()
TapkeeOutput	embedNeighborhoodPreservingEmbedding ()
TapkeeOutput	embedHessianLocallyLinearEmbedding ()
TapkeeOutput	embedLaplacianEigenmaps ()
TapkeeOutput	embedLocalityPreservingProjections ()
TapkeeOutput	embedPCA ()
TapkeeOutput	embedRandomProjection ()
TapkeeOutput	embedKernelPCA ()
TapkeeOutput	embedLinearLocalTangentSpaceAlignment ()
TapkeeOutput	embedStochasticProximityEmbedding ()
TapkeeOutput	embedPassThru ()
TapkeeOutput	embedFactorAnalysis ()
TapkeeOutput	embedtDistributedStochasticNeighborEmbedding ()
TapkeeOutput	embedManifoldSculpting ()

Static Private Member Functions
static tapkee::ProjectingFunction	unimplementedProjectingFunction ()

Private Attributes
ParametersSet	parameters
Context	context
KernelCallback	kernel
DistanceCallback	distance
FeaturesCallback	features
PlainDistance < RandomAccessIterator, DistanceCallback >	plain_distance
KernelDistance < RandomAccessIterator, KernelCallback >	kernel_distance
RandomAccessIterator	begin
RandomAccessIterator	end
Parameter	p_computation_strategy
Parameter	p_eigen_method
Parameter	p_neighbors_method
Parameter	p_eigenshift
Parameter	p_traceshift
Parameter	p_check_connectivity
Parameter	p_n_neighbors
Parameter	p_width
Parameter	p_timesteps
Parameter	p_ratio
Parameter	p_max_iteration
Parameter	p_tolerance
Parameter	p_n_updates
Parameter	p_perplexity
Parameter	p_theta
Parameter	p_squishing_rate
Parameter	p_global_strategy
Parameter	p_epsilon
Parameter	p_target_dimension
IndexType	n_vectors
IndexType	current_dimension

Detailed Description

template<class RandomAccessIterator, class KernelCallback, class DistanceCallback, class FeaturesCallback>
class tapkee::tapkee_internal::ImplementationBase< RandomAccessIterator, KernelCallback, DistanceCallback, FeaturesCallback >

Definition at line 100 of file methods.hpp.

Constructor & Destructor Documentation

ImplementationBase	(	RandomAccessIterator	b,
		RandomAccessIterator	e,
		KernelCallback	k,
		DistanceCallback	d,
		FeaturesCallback	f,
		ParametersSet &	pmap,
		const Context &	ctx
	)

Definition at line 104 of file methods.hpp.

Member Function Documentation

TapkeeOutput embedDiffusionMap ( )

private

Definition at line 282 of file methods.hpp.

TapkeeOutput embedEmpty ( )

private

Definition at line 252 of file methods.hpp.

TapkeeOutput embedFactorAnalysis ( )

private

Definition at line 520 of file methods.hpp.

TapkeeOutput embedHessianLocallyLinearEmbedding ( )

private

Definition at line 411 of file methods.hpp.

TapkeeOutput embedIsomap ( )

private

Definition at line 335 of file methods.hpp.

TapkeeOutput embedKernelLocallyLinearEmbedding ( )

private

Definition at line 258 of file methods.hpp.

TapkeeOutput embedKernelLocalTangentSpaceAlignment ( )

private

Definition at line 270 of file methods.hpp.

TapkeeOutput embedKernelPCA ( )

private

Definition at line 472 of file methods.hpp.

TapkeeOutput embedLandmarkIsomap ( )

private

Definition at line 354 of file methods.hpp.

TapkeeOutput embedLandmarkMultidimensionalScaling ( )

private

Definition at line 315 of file methods.hpp.

TapkeeOutput embedLaplacianEigenmaps ( )

private

Definition at line 421 of file methods.hpp.

TapkeeOutput embedLinearLocalTangentSpaceAlignment ( )

private

Definition at line 483 of file methods.hpp.

TapkeeOutput embedLocalityPreservingProjections ( )

private

Definition at line 431 of file methods.hpp.

TapkeeOutput embedManifoldSculpting ( )

private

Definition at line 541 of file methods.hpp.

TapkeeOutput embedMultidimensionalScaling ( )

private

Definition at line 300 of file methods.hpp.

TapkeeOutput embedNeighborhoodPreservingEmbedding ( )

private

Definition at line 394 of file methods.hpp.

TapkeeOutput embedPassThru ( )

private

Definition at line 513 of file methods.hpp.

TapkeeOutput embedPCA ( )

private

Definition at line 448 of file methods.hpp.

TapkeeOutput embedRandomProjection ( )

private

Definition at line 461 of file methods.hpp.

TapkeeOutput embedStochasticProximityEmbedding ( )

private

Definition at line 501 of file methods.hpp.

TapkeeOutput embedtDistributedStochasticNeighborEmbedding ( )

private

Definition at line 527 of file methods.hpp.

TapkeeOutput embedUsing

(

DimensionReductionMethod

method

)

Definition at line 155 of file methods.hpp.

Neighbors findNeighborsWith ( Distance  d )

private

Definition at line 242 of file methods.hpp.

static tapkee::ProjectingFunction unimplementedProjectingFunction ( )

staticprivate

Definition at line 247 of file methods.hpp.

Member Data Documentation

RandomAccessIterator begin

private

Definition at line 215 of file methods.hpp.

Context context

private

Definition at line 208 of file methods.hpp.

IndexType current_dimension

private

Definition at line 239 of file methods.hpp.

DistanceCallback distance

private

Definition at line 210 of file methods.hpp.

RandomAccessIterator end

private

Definition at line 216 of file methods.hpp.

FeaturesCallback features

private

Definition at line 211 of file methods.hpp.

KernelCallback kernel

private

Definition at line 209 of file methods.hpp.

KernelDistance<RandomAccessIterator,KernelCallback> kernel_distance

private

Definition at line 213 of file methods.hpp.

IndexType n_vectors

private

Definition at line 238 of file methods.hpp.

Parameter p_check_connectivity

private

Definition at line 223 of file methods.hpp.

Parameter p_computation_strategy

private

Definition at line 218 of file methods.hpp.

Parameter p_eigen_method

private

Definition at line 219 of file methods.hpp.

Parameter p_eigenshift

private

Definition at line 221 of file methods.hpp.

Parameter p_epsilon

private

Definition at line 235 of file methods.hpp.

Parameter p_global_strategy

private

Definition at line 234 of file methods.hpp.

Parameter p_max_iteration

private

Definition at line 228 of file methods.hpp.

Parameter p_n_neighbors

private

Definition at line 224 of file methods.hpp.

Parameter p_n_updates

private

Definition at line 230 of file methods.hpp.

Parameter p_neighbors_method

private

Definition at line 220 of file methods.hpp.

Parameter p_perplexity

private

Definition at line 231 of file methods.hpp.

Parameter p_ratio

private

Definition at line 227 of file methods.hpp.

Parameter p_squishing_rate

private

Definition at line 233 of file methods.hpp.

Parameter p_target_dimension

private

Definition at line 236 of file methods.hpp.

Parameter p_theta

private

Definition at line 232 of file methods.hpp.

Parameter p_timesteps

private

Definition at line 226 of file methods.hpp.

Parameter p_tolerance

private

Definition at line 229 of file methods.hpp.

Parameter p_traceshift

private

Definition at line 222 of file methods.hpp.

Parameter p_width

private

Definition at line 225 of file methods.hpp.

ParametersSet parameters

private

Definition at line 207 of file methods.hpp.

PlainDistance<RandomAccessIterator,DistanceCallback> plain_distance

private

Definition at line 212 of file methods.hpp.

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

• methods.hpp