Uses of Interface
edu.cmu.tetrad.algcomparison.utils.HasKnowledge

Packages that use HasKnowledge

Package	Description
edu.cmu.tetrad.algcomparison.algorithm.continuous.dag
edu.cmu.tetrad.algcomparison.algorithm.multi
edu.cmu.tetrad.algcomparison.algorithm.oracle.cpdag
edu.cmu.tetrad.algcomparison.algorithm.oracle.pag
edu.cmu.tetrad.algcomparison.score
edu.cmu.tetrad.algcomparison.simulation
edu.cmu.tetrad.algcomparison.statistic

Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.algorithm.continuous.dag

Classes in edu.cmu.tetrad.algcomparison.algorithm.continuous.dag that implement HasKnowledge

Modifier and Type	Class	Description
class	Fask	FASK algorithm.
class	FaskOrig	The FaskOrig class is an implementation of the FASK-Orig algorithm for causal discovery.

Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.algorithm.multi

Classes in edu.cmu.tetrad.algcomparison.algorithm.multi that implement HasKnowledge

Modifier and Type	Class	Description
class	FaskConcatenated	Wraps the IMaGES algorithm for continuous variables.
class	FaskLofsConcatenated	Wraps the IMaGES algorithm for continuous variables.
class	FaskVote	Wraps the MultiFask algorithm for continuous variables.
class	FasLofs	Wraps the IMaGES algorithm for continuous variables.
class	FciIod	Runs FCI on multiple datasets using the IOD pooled dataset independence test.
class	FgesConcatenated	Requires that the parameter 'randomSelectionSize' be set to indicate how many datasets should be taken at a time (randomly).
class	Images	Wraps the IMaGES algorithm for continuous variables.
class	ImagesBoss	Wraps the IMaGES algorithm for continuous variables.

Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.algorithm.oracle.cpdag

Classes in edu.cmu.tetrad.algcomparison.algorithm.oracle.cpdag that implement HasKnowledge

Modifier and Type	Class	Description
class	Boss	BOSS (Best Order Score Search)
class	Cam	Represents the CAM algorithm, which is a causal additive model search algorithm.
class	Cdnod	CD-NOD wrapper for algcomparison.
class	Cpc	Deprecated.
class	Fas	Fast Adjacency Search (FAS)--i.e., the PC adjacency step, which is used in many algorithms.
class	Fges	FGES (the heuristic version).
class	FgesMb	FGES-MB (the heuristic version).
class	Grasp	GRaSP (Greedy Relaxations of Sparsest Permutation)
class	IsFges	IS-FGES (Instance-Specific FGES) wrapper for the algcomparison interface.
class	Pc	Peter/Clark algorithm (PC).
class	Pcd	PC.
class	PcMax	Deprecated.
class	PcMb	PC.
class	Pcmci	PCMCI wrapper for algcomparison.
class	SingleGraphAlg	PC.
class	Sp	SP (Sparsest Permutation)

Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.algorithm.oracle.pag

Classes in edu.cmu.tetrad.algcomparison.algorithm.oracle.pag that implement HasKnowledge

Modifier and Type	Class	Description
class	BossFci	Adjusts FGES-FCI to use a permutation algorithm (such as BOSS-Tuck) to do the initial steps of finding adjacencies and unshielded colliders.
class	BossPod	This class represents the FCIT algorithm, which is an implementation of the FGES-FCI algorithm for learning causal structures from observational data using the BOSS algorithm as an initial CPDAG and using all score-based steps afterward.
class	Ccd	CCD (Cyclic Causal Discovery)
class	Cfci	Deprecated.
class	DmFcit	This class represents the Detect-Mimic-FCIT (DM-FCIT) algorithm, a specialized variant of the DM-PC and FCIT algorithms designed to identify intermediate latent variables.
class	DmFciT2	This class represents the Detect-Mimic-FCIT (DM-FCIT) algorithm, a specialized variant of the DM-PC and FCIT algorithms designed to identify intermediate latent variables.
class	DmPc	Detect-Mimic-PC (DM-PC) algorithm.
class	Fci	The Fast Causal Inference (FCI) algorithm.
class	FciMax	Deprecated.
class	Fcit	This class represents the FCI Targeted Testing (FCIT) algorithm, which is variant of the *-FCI algorithm for learning causal structures from observational data using the BOSS algorithm as an initial CPDAG and using all score-based steps afterward.
class	FgesFci	The Fges-FCI class represents the Greedy Fast Causal Inference algorithm, adjusted as in *-FCI.
class	Gfci	The GFCI class represents the Greedy Fast Causal Inference algorithm, adjusted as in *-FCI.
class	GraspFci	GRaSP-FCI, an implentatation of *-FCI using GRaSP.
class	IsGfci	IS-GFCI (Instance-Specific GFCI) wrapper for the algcomparison interface.
class	PagSampleRfci	Jan 29, 2023 3:45:09 PM
class	Rfci	RFCI.
class	RfciBsc	Runs RFCI-BSC, which is RFCI with bootstrap sampling of PAGs.
class	SpFci	Adjusts GFCI to use a permutation algorithm (in this case SP) to do the initial steps of finding adjacencies and unshielded colliders.

Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.score

Classes in edu.cmu.tetrad.algcomparison.score that implement HasKnowledge

Modifier and Type	Class	Description
final class	InstanceAugmentedSemBicScoreWrapper	Wrapper for InstanceAugmentedSemBicScore that: - pulls the testing DataSet from Params.TESTING_DATA (injected by the algorithm wrapper), - takes the instance row from Params.INSTANCE_ROW, - aligns columns by training variable names, - uses alpha from Params.IS_ALPHA (default 1.0).
final class	IsBDeuScoreWrapper	Wrapper for ISBDeuScore (discrete).

Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.simulation

Classes in edu.cmu.tetrad.algcomparison.simulation that implement HasKnowledge

Modifier and Type	Class	Description
class	TimeSeriesSemSimulation	Time series SEM simulation.

Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.statistic

Classes in edu.cmu.tetrad.algcomparison.statistic that implement HasKnowledge

Modifier and Type	Class	Description
class	KnowledgeSatisfied	Implementation of the KnowledgeSatisfied class.