TTK processing package for the computation of Wasserstein barycenters and K-Means clusterings of a set of persistence diagrams. More...

#include <ttkPersistenceDiagramClustering.h>

Inheritance diagram for ttkPersistenceDiagramClustering:

Public Types
enum class	DISPLAY { COMPACT = 0 , STARS = 1 , MATCHINGS = 2 }

enum class	METHOD { PROGRESSIVE = 0 , AUCTION = 1 }

typedef ttkAlgorithm	Superclass

Public Types inherited from ttkAlgorithm
typedef vtkAlgorithm	Superclass

Public Member Functions
virtual const char *	GetClassName ()

virtual int	IsA (const char *type)

virtual void	SetWassersteinMetric (int)

virtual int	GetWassersteinMetric ()

virtual void	SetUseProgressive (bool)

virtual bool	GetUseProgressive ()

virtual void	SetTimeLimit (double)

virtual double	GetTimeLimit ()

void	SetAlpha (const double alpha)

void	SetAntiAlpha (const double antiAlpha)

virtual double	GetAlpha ()

virtual void	SetDeltaLim (double)

virtual double	GetDeltaLim ()

virtual void	SetLambda (double)

virtual double	GetLambda ()

virtual void	SetNumberOfClusters (int)

virtual int	GetNumberOfClusters ()

virtual void	SetUseAccelerated (bool)

virtual bool	GetUseAccelerated ()

virtual void	SetUseKmeansppInit (bool)

virtual bool	GetUseKmeansppInit ()

virtual void	SetForceUseOfAlgorithm (bool)

virtual bool	GetForceUseOfAlgorithm ()

virtual void	SetDeterministic (bool)

virtual bool	GetDeterministic ()

virtual void	SetPairTypeClustering (int)

virtual int	GetPairTypeClustering ()

void	SetSpacing (double spacing)

virtual double	GetSpacing ()

void	SetDisplayMethod (int displayMethod)

virtual DISPLAY	GetDisplayMethod () const

virtual void	SetUseAdditionalPrecision (bool)

virtual bool	GetUseAdditionalPrecision ()

virtual void	SetDistanceWritingOptions (int)

virtual int	GetDistanceWritingOptions ()

virtual void	SetUseInterruptible (bool)

virtual bool	GetUseInterruptible ()

virtual void	SetMethod (int _arg)

virtual void	SetMethod (METHOD)

virtual METHOD	GetMethod () const

virtual void	SetNonMatchingWeight (double)

virtual double	GetNonMatchingWeight ()

Public Member Functions inherited from ttkAlgorithm
void	UpdateThreadNumber ()

void	SetThreadNumber (int threadNumber)

void	SetUseAllCores (bool useAllCores)

void	SetDebugLevel (int debugLevel)

void	SetCompactTriangulationCacheSize (float cacheSize)

vtkDataArray *	GetOptionalArray (const bool &enforceArrayIndex, const int &arrayIndex, const std::string &arrayName, vtkDataSet *const inputData, const int &inputPort=0)

vtkDataArray *	GetOrderArray (vtkDataSet const inputData, const int scalarArrayIdx, ttk::Triangulation triangulation, const bool getGlobalOrder=false, const int orderArrayIdx=0, const bool enforceOrderArrayIdx=false)

vtkDataArray *	checkForGlobalAndComputeOrderArray (vtkDataSet const inputData, vtkDataArray scalarArray, const int scalarArrayIdx, const bool getGlobalOrder, vtkDataArray orderArray, ttk::Triangulation triangulation, const bool enforceOrderArrayIdx)

vtkDataArray *	ComputeOrderArray (vtkDataSet const inputData, vtkDataArray scalarArray, const int scalarArrayIdx, const bool getGlobalOrder, vtkDataArray oldOrderArray, ttk::Triangulation triangulation)

ttk::SimplexId *	GetIdentifierArrayPtr (const bool &enforceArrayIndex, const int &arrayIndex, const std::string &arrayName, vtkDataSet *const inputData, std::vector< ttk::SimplexId > &spareStorage, const int inputPort=0, const bool printErr=true)

ttk::Triangulation *	GetTriangulation (vtkDataSet *dataSet)

int	ProcessRequest (vtkInformation request, vtkInformationVector inputVectors, vtkInformationVector outputVector) override

vtkDataSet *	GetOutput ()

vtkDataSet *	GetOutput (int)

void	SetInputData (vtkDataSet *)

void	SetInputData (int, vtkDataSet *)

void	AddInputData (vtkDataSet *)

void	AddInputData (int, vtkDataSet *)

template<typename inputType >
int	checkEmptyMPIInput (inputType *input)
	This method tests whether the input is a nullptr. If the computation is being done on multiple processes, it is possible that the domain of one process or more is empty, but not others, therefore in that particular case the rest of the filter will not be computed but an error message will not be sent.

Public Member Functions inherited from ttk::Debug
	Debug ()

	~Debug () override

virtual int	setDebugLevel (const int &debugLevel)

int	setWrapper (const Wrapper *wrapper) override

int	printMsg (const std::string &msg, const debug::Priority &priority=debug::Priority::INFO, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cout) const

int	printMsg (const std::vector< std::string > &msgs, const debug::Priority &priority=debug::Priority::INFO, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cout) const

int	printErr (const std::string &msg, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cerr) const

int	printWrn (const std::string &msg, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cerr) const

int	printMsg (const std::string &msg, const double &progress, const double &time, const int &threads, const double &memory, const debug::LineMode &lineMode=debug::LineMode::NEW, const debug::Priority &priority=debug::Priority::PERFORMANCE, std::ostream &stream=std::cout) const

int	printMsg (const std::string &msg, const double &progress, const double &time, const debug::LineMode &lineMode=debug::LineMode::NEW, const debug::Priority &priority=debug::Priority::PERFORMANCE, std::ostream &stream=std::cout) const

int	printMsg (const std::string &msg, const double &progress, const double &time, const int &threads, const debug::LineMode &lineMode=debug::LineMode::NEW, const debug::Priority &priority=debug::Priority::PERFORMANCE, std::ostream &stream=std::cout) const

int	printMsg (const std::string &msg, const double &progress, const debug::LineMode &lineMode=debug::LineMode::NEW, const debug::Priority &priority=debug::Priority::PERFORMANCE, std::ostream &stream=std::cout) const

int	printMsg (const std::string &msg, const double &progress, const debug::Priority &priority, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cout) const

int	printMsg (const std::vector< std::vector< std::string > > &rows, const debug::Priority &priority=debug::Priority::INFO, const bool hasHeader=true, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cout) const

int	printMsg (const debug::Separator &separator, const debug::LineMode &lineMode=debug::LineMode::NEW, const debug::Priority &priority=debug::Priority::INFO, std::ostream &stream=std::cout) const

int	printMsg (const debug::Separator &separator, const debug::Priority &priority, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cout) const

int	printMsg (const std::string &msg, const debug::Separator &separator, const debug::LineMode &lineMode=debug::LineMode::NEW, const debug::Priority &priority=debug::Priority::INFO, std::ostream &stream=std::cout) const

void	setDebugMsgPrefix (const std::string &prefix)

Public Member Functions inherited from ttk::BaseClass
	BaseClass ()

virtual	~BaseClass ()=default

int	getThreadNumber () const

virtual int	setThreadNumber (const int threadNumber)

Static Public Member Functions
static ttkPersistenceDiagramClustering *	New ()

static int	IsTypeOf (const char *type)

static ttkPersistenceDiagramClustering *	SafeDownCast (vtkObject *o)

Static Public Member Functions inherited from ttkAlgorithm
static ttkAlgorithm *	New ()

static int	IsTypeOf (const char *type)

static ttkAlgorithm *	SafeDownCast (vtkObject *o)

static std::string	GetOrderArrayName (vtkDataArray *const array)

static vtkInformationIntegerKey *	SAME_DATA_TYPE_AS_INPUT_PORT ()

Protected Member Functions
	ttkPersistenceDiagramClustering ()

int	FillInputPortInformation (int port, vtkInformation *info) override

int	FillOutputPortInformation (int port, vtkInformation *info) override

void	Modified () override

void	outputClusteredDiagrams (vtkMultiBlockDataSet output, const std::vector< vtkUnstructuredGrid > &diagsVTU, const std::vector< ttk::DiagramType > &diags, const std::vector< std::vector< std::vector< ttk::MatchingType > > > &matchingsPerCluster, const std::vector< int > &inv_clustering, const DISPLAY dm, const double spacing, const double max_persistence) const

void	outputCentroids (vtkMultiBlockDataSet output, const std::vector< ttk::DiagramType > &final_centroids, const std::vector< std::vector< std::vector< ttk::MatchingType > > > &matchingsPerCluster, vtkUnstructuredGrid const someInputDiag, const DISPLAY dm, const double spacing, const double max_persistence) const

void	outputMatchings (vtkMultiBlockDataSet *output, const size_t nClusters, const std::vector< ttk::DiagramType > &diags, const std::vector< std::vector< std::vector< ttk::MatchingType > > > &matchingsPerCluster, const std::vector< ttk::DiagramType > &centroids, const std::vector< int > &inv_clustering, const ttkPersistenceDiagramClustering::DISPLAY dm, const double spacing, const double max_persistence) const

int	RequestData (vtkInformation request, vtkInformationVector inputVector, vtkInformationVector outputVector) override

Protected Member Functions inherited from ttkAlgorithm
	ttkAlgorithm ()

	~ttkAlgorithm () override

void	MPIGhostPipelinePreconditioning (vtkDataSet *input)

void	MPIPipelinePreconditioning (vtkDataSet input, std::vector< int > &neighbors, std::map< int, int > &neighToId, ttk::Triangulation triangulation=nullptr)

bool	checkGlobalIdValidity (ttk::LongSimplexId globalIds, ttk::SimplexId simplexNumber, unsigned char ghost, int *rankArray)

int	GenerateGlobalIds (vtkDataSet *input, std::unordered_map< ttk::SimplexId, ttk::SimplexId > &vertGtoL, std::vector< int > &neighborRanks, std::map< int, int > &neighborsToId)

void	MPITriangulationPreconditioning (ttk::Triangulation triangulation, vtkDataSet input)

virtual int	RequestDataObject (vtkInformation request, vtkInformationVector inputVectors, vtkInformationVector outputVector)

virtual int	RequestInformation (vtkInformation ttkNotUsed(request), vtkInformationVector ttkNotUsed(inputVectors), vtkInformationVector ttkNotUsed(outputVector))

virtual int	RequestUpdateTime (vtkInformation ttkNotUsed(request), vtkInformationVector ttkNotUsed(inputVectors), vtkInformationVector ttkNotUsed(outputVector))

virtual int	RequestUpdateTimeDependentInformation (vtkInformation ttkNotUsed(request), vtkInformationVector ttkNotUsed(inputVectors), vtkInformationVector ttkNotUsed(outputVector))

virtual int	RequestUpdateExtent (vtkInformation ttkNotUsed(request), vtkInformationVector ttkNotUsed(inputVectors), vtkInformationVector ttkNotUsed(outputVector))

virtual int	RequestDataNotGenerated (vtkInformation ttkNotUsed(request), vtkInformationVector ttkNotUsed(inputVectors), vtkInformationVector ttkNotUsed(outputVector))

virtual int	RequestData (vtkInformation ttkNotUsed(request), vtkInformationVector ttkNotUsed(inputVectors), vtkInformationVector ttkNotUsed(outputVector))

int	FillInputPortInformation (int ttkNotUsed(port), vtkInformation *ttkNotUsed(info)) override

int	FillOutputPortInformation (int ttkNotUsed(port), vtkInformation *ttkNotUsed(info)) override

Protected Member Functions inherited from ttk::Debug
int	printMsgInternal (const std::string &msg, const std::string &right, const std::string &filler, const debug::Priority &priority=debug::Priority::INFO, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cout) const

int	printMsgInternal (const std::string &msg, const debug::Priority &priority, const debug::LineMode &lineMode, std::ostream &stream=std::cout) const

int	welcomeMsg (std::ostream &stream)

Protected Member Functions inherited from ttk::PersistenceDiagramClustering
	PersistenceDiagramClustering ()

	~PersistenceDiagramClustering () override=default

std::vector< int >	execute (std::vector< DiagramType > &intermediateDiagrams, std::vector< DiagramType > &centroids, std::vector< std::vector< std::vector< MatchingType > > > &all_matchings)

std::array< double, 3 >	getDistances () const

void	setTimeLimit (double timeLimit)

void	setForceUseOfAlgorithm (bool forceUseOfAlgorithm)

void	setDeltaLim (double DeltaLimNew)

void	setUseAdditionalPrecision (bool Precision)

void	setUseProgressive (bool UseProgressive_)

void	setUseInterruptible (bool UseInterruptible_)

void	setDeterministic (bool Deterministic_)

void	setAlpha (double Alpha_)

void	setUseAccelerated (bool UseAccelerated_)

void	setUseKmeansppInit (bool UseKmeansppInit_)

Additional Inherited Members
Protected Attributes inherited from ttkAlgorithm
float	CompactTriangulationCacheSize {0.2f}

Protected Attributes inherited from ttk::Debug
int	debugLevel_

std::string	debugMsgPrefix_

std::string	debugMsgNamePrefix_

Protected Attributes inherited from ttk::BaseClass
bool	lastObject_

int	threadNumber_

Wrapper *	wrapper_

Protected Attributes inherited from ttk::PersistenceDiagramClustering
std::array< double, 3 >	distances {}

int	DistanceWritingOptions {0}

int	PairTypeClustering {-1}

bool	Deterministic {true}

int	WassersteinMetric {2}

bool	UseProgressive {true}

bool	ForceUseOfAlgorithm {false}

bool	UseInterruptible {true}

double	Alpha {1.0}

bool	UseAdditionalPrecision {false}

double	DeltaLim {0.01}

double	Lambda {1.0}

double	TimeLimit {999999}

double	NonMatchingWeight = 1.0

int	NumberOfClusters {1}

bool	UseAccelerated {false}

bool	UseKmeansppInit {false}

int	points_added_

int	points_deleted_

Static Protected Attributes inherited from ttk::Debug
static COMMON_EXPORTS debug::LineMode	lastLineMode = ttk::debug::LineMode::NEW

Detailed Description

TTK processing package for the computation of Wasserstein barycenters and K-Means clusterings of a set of persistence diagrams.

Author: Jules Vidal jules.nosp@m..vid.nosp@m.al@li.nosp@m.p6.f.nosp@m.r; Joseph Budin josep.nosp@m.h.bu.nosp@m.din@p.nosp@m.olyt.nosp@m.echni.nosp@m.que..nosp@m.edu

Date: September 2019

Related publication
"Progressive Wasserstein Barycenters of Persistence Diagrams"
Jules Vidal, Joseph Budin and Julien Tierny
Proc. of IEEE VIS 2019.
IEEE Transactions on Visualization and Computer Graphics, 2019.

See also: PersistenceDiagramClustering

Online examples:

Definition at line 46 of file ttkPersistenceDiagramClustering.h.

Member Typedef Documentation

◆ Superclass

typedef ttkAlgorithm ttkPersistenceDiagramClustering::Superclass

Definition at line 53 of file ttkPersistenceDiagramClustering.h.

Member Enumeration Documentation

◆ DISPLAY

enum class ttkPersistenceDiagramClustering::DISPLAY

strong

Enumerator
COMPACT
STARS
MATCHINGS

Definition at line 55 of file ttkPersistenceDiagramClustering.h.

◆ METHOD

enum class ttkPersistenceDiagramClustering::METHOD

strong

Enumerator
PROGRESSIVE
AUCTION

Definition at line 61 of file ttkPersistenceDiagramClustering.h.

Constructor & Destructor Documentation

◆ ttkPersistenceDiagramClustering()

ttkPersistenceDiagramClustering::ttkPersistenceDiagramClustering ( )

protected

Definition at line 23 of file ttkPersistenceDiagramClustering.cpp.

Member Function Documentation

◆ FillInputPortInformation()

int ttkPersistenceDiagramClustering::FillInputPortInformation	(	int	port,
		vtkInformation *	info
	)

overrideprotected

Definition at line 28 of file ttkPersistenceDiagramClustering.cpp.

◆ FillOutputPortInformation()

int ttkPersistenceDiagramClustering::FillOutputPortInformation	(	int	port,
		vtkInformation *	info
	)

overrideprotected

Definition at line 38 of file ttkPersistenceDiagramClustering.cpp.

◆ GetAlpha()

virtual double ttkPersistenceDiagramClustering::GetAlpha ( )

virtual

◆ GetClassName()

virtual const char * ttkPersistenceDiagramClustering::GetClassName ( )

virtual

Reimplemented from ttkAlgorithm.

◆ GetDeltaLim()

virtual double ttkPersistenceDiagramClustering::GetDeltaLim ( )

virtual

◆ GetDeterministic()

virtual bool ttkPersistenceDiagramClustering::GetDeterministic ( )

virtual

◆ GetDisplayMethod()

virtual DISPLAY ttkPersistenceDiagramClustering::GetDisplayMethod ( ) const

virtual

◆ GetDistanceWritingOptions()

virtual int ttkPersistenceDiagramClustering::GetDistanceWritingOptions ( )

virtual

◆ GetForceUseOfAlgorithm()

virtual bool ttkPersistenceDiagramClustering::GetForceUseOfAlgorithm ( )

virtual

◆ GetLambda()

virtual double ttkPersistenceDiagramClustering::GetLambda ( )

virtual

◆ GetMethod()

virtual METHOD ttkPersistenceDiagramClustering::GetMethod ( ) const

virtual

◆ GetNonMatchingWeight()

virtual double ttkPersistenceDiagramClustering::GetNonMatchingWeight ( )

virtual

◆ GetNumberOfClusters()

virtual int ttkPersistenceDiagramClustering::GetNumberOfClusters ( )

virtual

◆ GetPairTypeClustering()

virtual int ttkPersistenceDiagramClustering::GetPairTypeClustering ( )

virtual

◆ GetSpacing()

virtual double ttkPersistenceDiagramClustering::GetSpacing ( )

virtual

◆ GetTimeLimit()

virtual double ttkPersistenceDiagramClustering::GetTimeLimit ( )

virtual

◆ GetUseAccelerated()

virtual bool ttkPersistenceDiagramClustering::GetUseAccelerated ( )

virtual

◆ GetUseAdditionalPrecision()

virtual bool ttkPersistenceDiagramClustering::GetUseAdditionalPrecision ( )

virtual

◆ GetUseInterruptible()

virtual bool ttkPersistenceDiagramClustering::GetUseInterruptible ( )

virtual

◆ GetUseKmeansppInit()

virtual bool ttkPersistenceDiagramClustering::GetUseKmeansppInit ( )

virtual

◆ GetUseProgressive()

virtual bool ttkPersistenceDiagramClustering::GetUseProgressive ( )

virtual

◆ GetWassersteinMetric()

virtual int ttkPersistenceDiagramClustering::GetWassersteinMetric ( )

virtual

◆ IsA()

virtual int ttkPersistenceDiagramClustering::IsA ( const char * type )

virtual

Reimplemented from ttkAlgorithm.

◆ IsTypeOf()

static int ttkPersistenceDiagramClustering::IsTypeOf ( const char * type )

static

◆ Modified()

void ttkPersistenceDiagramClustering::Modified ( )

overrideprotected

Definition at line 48 of file ttkPersistenceDiagramClustering.cpp.

◆ New()

static ttkPersistenceDiagramClustering * ttkPersistenceDiagramClustering::New ( )

static

◆ outputCentroids()

void ttkPersistenceDiagramClustering::outputCentroids	(	vtkMultiBlockDataSet *	output,
		const std::vector< ttk::DiagramType > &	final_centroids,
		const std::vector< std::vector< std::vector< ttk::MatchingType > > > &	matchingsPerCluster,
		vtkUnstructuredGrid *const	someInputDiag,
		const DISPLAY	dm,
		const double	spacing,
		const double	max_persistence
	)		const

protected

Definition at line 337 of file ttkPersistenceDiagramClustering.cpp.

◆ outputClusteredDiagrams()

void ttkPersistenceDiagramClustering::outputClusteredDiagrams	(	vtkMultiBlockDataSet *	output,
		const std::vector< vtkUnstructuredGrid * > &	diagsVTU,
		const std::vector< ttk::DiagramType > &	diags,
		const std::vector< std::vector< std::vector< ttk::MatchingType > > > &	matchingsPerCluster,
		const std::vector< int > &	inv_clustering,
		const DISPLAY	dm,
		const double	spacing,
		const double	max_persistence
	)		const

protected

Definition at line 212 of file ttkPersistenceDiagramClustering.cpp.

◆ outputMatchings()

void ttkPersistenceDiagramClustering::outputMatchings	(	vtkMultiBlockDataSet *	output,
		const size_t	nClusters,
		const std::vector< ttk::DiagramType > &	diags,
		const std::vector< std::vector< std::vector< ttk::MatchingType > > > &	matchingsPerCluster,
		const std::vector< ttk::DiagramType > &	centroids,
		const std::vector< int > &	inv_clustering,
		const ttkPersistenceDiagramClustering::DISPLAY	dm,
		const double	spacing,
		const double	max_persistence
	)		const

protected

Definition at line 424 of file ttkPersistenceDiagramClustering.cpp.

◆ RequestData()

int ttkPersistenceDiagramClustering::RequestData	(	vtkInformation *	request,
		vtkInformationVector **	inputVector,
		vtkInformationVector *	outputVector
	)

overrideprotected

Definition at line 53 of file ttkPersistenceDiagramClustering.cpp.

◆ SafeDownCast()

static ttkPersistenceDiagramClustering * ttkPersistenceDiagramClustering::SafeDownCast ( vtkObject * o )

static

◆ SetAlpha()

void ttkPersistenceDiagramClustering::SetAlpha ( const double alpha )

inline

Definition at line 75 of file ttkPersistenceDiagramClustering.h.

◆ SetAntiAlpha()

void ttkPersistenceDiagramClustering::SetAntiAlpha ( const double antiAlpha )

inline

Definition at line 79 of file ttkPersistenceDiagramClustering.h.

◆ SetDeltaLim()

virtual void ttkPersistenceDiagramClustering::SetDeltaLim ( double )

virtual

◆ SetDeterministic()

virtual void ttkPersistenceDiagramClustering::SetDeterministic ( bool )

virtual

◆ SetDisplayMethod()

void ttkPersistenceDiagramClustering::SetDisplayMethod ( int displayMethod )

inline

Definition at line 118 of file ttkPersistenceDiagramClustering.h.

◆ SetDistanceWritingOptions()

virtual void ttkPersistenceDiagramClustering::SetDistanceWritingOptions ( int )

virtual

◆ SetForceUseOfAlgorithm()

virtual void ttkPersistenceDiagramClustering::SetForceUseOfAlgorithm ( bool )

virtual

◆ SetLambda()

virtual void ttkPersistenceDiagramClustering::SetLambda ( double )

virtual

◆ SetMethod() [1/2]

virtual void ttkPersistenceDiagramClustering::SetMethod ( int _arg )

virtual

◆ SetMethod() [2/2]

virtual void ttkPersistenceDiagramClustering::SetMethod ( METHOD )

virtual

◆ SetNonMatchingWeight()

virtual void ttkPersistenceDiagramClustering::SetNonMatchingWeight ( double )

virtual

◆ SetNumberOfClusters()

virtual void ttkPersistenceDiagramClustering::SetNumberOfClusters ( int )

virtual

◆ SetPairTypeClustering()

virtual void ttkPersistenceDiagramClustering::SetPairTypeClustering ( int )

virtual

◆ SetSpacing()

void ttkPersistenceDiagramClustering::SetSpacing ( double spacing )

inline

Definition at line 108 of file ttkPersistenceDiagramClustering.h.

◆ SetTimeLimit()

virtual void ttkPersistenceDiagramClustering::SetTimeLimit ( double )

virtual

◆ SetUseAccelerated()

virtual void ttkPersistenceDiagramClustering::SetUseAccelerated ( bool )

virtual

◆ SetUseAdditionalPrecision()

virtual void ttkPersistenceDiagramClustering::SetUseAdditionalPrecision ( bool )

virtual

◆ SetUseInterruptible()

virtual void ttkPersistenceDiagramClustering::SetUseInterruptible ( bool )

virtual

◆ SetUseKmeansppInit()

virtual void ttkPersistenceDiagramClustering::SetUseKmeansppInit ( bool )

virtual

◆ SetUseProgressive()

virtual void ttkPersistenceDiagramClustering::SetUseProgressive ( bool )

virtual

◆ SetWassersteinMetric()

virtual void ttkPersistenceDiagramClustering::SetWassersteinMetric ( int )

virtual

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

/home/julien/Pro/git/github/ttk-tierny/core/vtk/ttkPersistenceDiagramClustering/ttkPersistenceDiagramClustering.h
/home/julien/Pro/git/github/ttk-tierny/core/vtk/ttkPersistenceDiagramClustering/ttkPersistenceDiagramClustering.cpp

Public Types

Public Member Functions

Static Public Member Functions

Protected Member Functions

Additional Inherited Members

Detailed Description

Member Typedef Documentation

◆ Superclass

Member Enumeration Documentation

◆ DISPLAY

◆ METHOD

Constructor & Destructor Documentation

◆ ttkPersistenceDiagramClustering()

Member Function Documentation

◆ FillInputPortInformation()

◆ FillOutputPortInformation()

◆ GetAlpha()

◆ GetClassName()

◆ GetDeltaLim()

◆ GetDeterministic()

◆ GetDisplayMethod()

◆ GetDistanceWritingOptions()

◆ GetForceUseOfAlgorithm()

◆ GetLambda()

◆ GetMethod()

◆ GetNonMatchingWeight()

◆ GetNumberOfClusters()

◆ GetPairTypeClustering()

◆ GetSpacing()

◆ GetTimeLimit()

◆ GetUseAccelerated()

◆ GetUseAdditionalPrecision()

◆ GetUseInterruptible()

◆ GetUseKmeansppInit()

◆ GetUseProgressive()

◆ GetWassersteinMetric()

◆ IsA()

◆ IsTypeOf()

◆ Modified()

◆ New()

◆ outputCentroids()

◆ outputClusteredDiagrams()

◆ outputMatchings()

◆ RequestData()

◆ SafeDownCast()

◆ SetAlpha()

◆ SetAntiAlpha()

◆ SetDeltaLim()

◆ SetDeterministic()

◆ SetDisplayMethod()

◆ SetDistanceWritingOptions()

◆ SetForceUseOfAlgorithm()

◆ SetLambda()

◆ SetMethod() [1/2]

◆ SetMethod() [2/2]

◆ SetNonMatchingWeight()

◆ SetNumberOfClusters()

◆ SetPairTypeClustering()

◆ SetSpacing()

◆ SetTimeLimit()

◆ SetUseAccelerated()

◆ SetUseAdditionalPrecision()

◆ SetUseInterruptible()

◆ SetUseKmeansppInit()

◆ SetUseProgressive()

◆ SetWassersteinMetric()