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.clusterClasses in edu.cmu.tetrad.algcomparison.algorithm.cluster that implement HasKnowledge
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Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.algorithm.continuous.dagClasses in edu.cmu.tetrad.algcomparison.algorithm.continuous.dag that implement HasKnowledge
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Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.algorithm.multiClasses 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.
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Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.algorithm.oracle.cpdagClasses in edu.cmu.tetrad.algcomparison.algorithm.oracle.cpdag that implement HasKnowledgeModifier and TypeClassDescriptionclassBOSS (Best Order Score Search)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-Max.classPC.classPC.classSP (Sparsest Permutation)
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Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.algorithm.oracle.pagClasses in edu.cmu.tetrad.algcomparison.algorithm.oracle.pag that implement HasKnowledgeModifier and TypeClassDescriptionclassThis 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.classAdjusts FGES-FCI to use a permutation algorithm (such as BOSS-Tuck) to do the initial steps of finding adjacencies and unshielded colliders.classConservative FCI.classThis 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.classThis 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.classDetect-Mimic-PC (DM-PC) algorithm.classThe Fast Causal Inference (FCI) algorithm.classFCI-Max algorithm.classThis 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.classThe Fges-FCI class represents the Greedy Fast Causal Inference algorithm, adjusted as in *-FCI.classThe GFCI class represents the Greedy Fast Causal Inference algorithm, adjusted as in *-FCI.classGRaSP-FCI, an implentatation of *-FCI using GRaSP.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.
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Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.simulationClasses in edu.cmu.tetrad.algcomparison.simulation that implement HasKnowledge
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Uses of HasKnowledge in edu.cmu.tetrad.algcomparison.statisticClasses in edu.cmu.tetrad.algcomparison.statistic that implement HasKnowledgeModifier and TypeClassDescriptionclassImplementation of the KnowledgeSatisfied class.