defines/methods.hpp File Reference

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Classes
struct	Method< M >
struct	NeighborsMethod
struct	EigenMethod
struct	ComputationStrategy
struct	EigendecompositionStrategy

Namespaces
	tapkee
	tapkee::tapkee_internal

Enumerations
enum	DimensionReductionMethod {   KernelLocallyLinearEmbedding, NeighborhoodPreservingEmbedding, KernelLocalTangentSpaceAlignment, LinearLocalTangentSpaceAlignment,   HessianLocallyLinearEmbedding, LaplacianEigenmaps, LocalityPreservingProjections, DiffusionMap,   Isomap, LandmarkIsomap, MultidimensionalScaling, LandmarkMultidimensionalScaling,   StochasticProximityEmbedding, KernelPCA, PCA, RandomProjection,   FactorAnalysis, tDistributedStochasticNeighborEmbedding, ManifoldSculpting, PassThru }

Variables
static const NeighborsMethod	Brute ("Brute-force")
static const NeighborsMethod	VpTree ("Vantage point tree")
static const NeighborsMethod	CoverTree ("Cover tree")
static NeighborsMethod	default_neighbors_method = CoverTree
static const EigenMethod	Arpack ("Arpack")
static const EigenMethod	Randomized ("Randomized")
static const EigenMethod	Dense ("Dense")
static EigenMethod	default_eigen_method = Arpack
static const ComputationStrategy	HomogeneousCPUStrategy ("CPU")
static ComputationStrategy	default_computation_strategy = HomogeneousCPUStrategy
static const EigendecompositionStrategy	LargestEigenvalues ("Largest eigenvalues", 0)
static const EigendecompositionStrategy	SquaredLargestEigenvalues ("Largest eigenvalues of squared matrix", 0)
static const EigendecompositionStrategy	SmallestEigenvalues ("Smallest eigenvalues", 1)