Uses of Interface
edu.cmu.tetrad.algcomparison.utils.HasKnowledge
Packages that use HasKnowledge
Package
Description
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Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.algorithm.cluster
Classes in edu.cmu.tetrad.algcomparison.algorithm.cluster that implement HasKnowledge -
Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.algorithm.continuous.dag
Classes in edu.cmu.tetrad.algcomparison.algorithm.continuous.dag that implement HasKnowledge -
Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.algorithm.multi
Classes in edu.cmu.tetrad.algcomparison.algorithm.multi that implement HasKnowledgeModifier and TypeClassDescriptionclassWraps the IMaGES algorithm for continuous variables.classWraps the IMaGES algorithm for continuous variables.classWraps the MultiFask algorithm for continuous variables.classWraps the IMaGES algorithm for continuous variables.classRuns FCI on multiple datasets using the IOD pooled dataset independence test.classRequires that the parameter 'randomSelectionSize' be set to indicate how many datasets should be taken at a time (randomly).classWraps the IMaGES algorithm for continuous variables.classWraps 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 HasKnowledgeModifier and TypeClassDescriptionclassBOSS (Best Order Score Search)classBOSS-LiNGAM algorithm.classConservative PC (CPC).classFast Adjacency Search (FAS)--i.e., the PC adjacency step, which is used in many algorithms.classFGES (the heuristic version).classFGES-MB (the heuristic version).classFGES (the heuristic version).classGRaSP (Greedy Relaxations of Sparsest Permutation)classPeter/Clark algorithm (PC).classPC.classPC.classPC.classSP (Sparsest Permutation) -
Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.algorithm.oracle.pag
Classes in edu.cmu.tetrad.algcomparison.algorithm.oracle.pag that implement HasKnowledgeModifier and TypeClassDescriptionclassAdjusts GFCI to use a permutation algorithm (such as BOSS-Tuck) to do the initial steps of finding adjacencies and unshielded colliders.classThis class represents the LV-Lite algorithm, which is an implementation of the GFCI algorithm for learning causal structures from observational data using the BOSS algorithm as an initial CPDAG and using all score-based steps afterward.classThis class represents the LV-Lite algorithm, which is an implementation of the GFCI algorithm for learning causal structures from observational data using the BOSS algorithm as an initial CPDAG and using all score-based steps afterward.classConservative FCI.classThe Fast Causal Inference (FCI) algorithm.classFCI-Max algorithm.classThe Gfci class represents the Greedy Fast Causal Inference algorithm.classAdjusts GFCI to use a permutation algorithm (such as BOSS-Tuck) to do the initial steps of finding adjacencies and unshielded colliders.classThis class represents the LV-Lite algorithm, which is an implementation of the GFCI algorithm for learning causal structures from observational data using the BOSS algorithm as an initial CPDAG and using all score-based steps afterward.classJan 29, 2023 3:45:09 PMclassRFCI.classRuns RFCI-BSC, which is RFCI with bootstrap sampling of PAGs.classAdjusts GFCI to use a permutation algorithm (in this case SP) to do the initial steps of finding adjacencies and unshielded colliders.classThe SvarFci class is an implementation of the SVAR Fast Causal Inference algorithm.classSvarGfci class is an implementation of the SVAR GFCI algorithm. -
Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.simulation
Classes in edu.cmu.tetrad.algcomparison.simulation that implement HasKnowledge -
Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.statistic
Classes in edu.cmu.tetrad.algcomparison.statistic that implement HasKnowledgeModifier and TypeClassDescriptionclassImplementation of the KnowledgeSatisfied class.