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#Cc.mallet.fst.semi_supervised Classes and Interfaces - 30 results found.
NameDescriptionTypePackageFramework
CachedDotTransitionIteratorTransitionIterator that caches dot products.Classcc.mallet.fst.semi_supervised.prMallet
ConstraintsOptimizableByPROptimizable for E-step/I-projection in Posterior Regularization (PR).Classcc.mallet.fst.semi_supervised.prMallet
CRFOptimizableByEntropyRegularizationA CRF objective function that is the entropy of the CRF's predictions on unlabeled data.Classcc.mallet.fst.semi_supervisedMallet
CRFOptimizableByGEOptimizable for CRF using Generalized Expectation constraints that consider either a single label or a pair of labels of a linear chain CRF.Classcc.mallet.fst.semi_supervisedMallet
CRFOptimizableByKLM-step/M-projection for PR.Classcc.mallet.fst.semi_supervised.prMallet
CRFTrainerByEntropyRegularizationA CRF trainer that maximizes the log-likelihood plus a weighted entropy regularization term on unlabeled Classcc.mallet.fst.semi_supervisedMallet
CRFTrainerByGETrains a CRF using Generalized Expectation constraints that consider either a single label or a pair of labels of a linear chain CRF.Classcc.mallet.fst.semi_supervisedMallet
CRFTrainerByLikelihoodAndGENested Class SummaryNested classes/interfaces inherited from class cc.Classcc.mallet.fst.semi_supervisedMallet
CRFTrainerByPRPosterior regularization trainer.Classcc.mallet.fst.semi_supervised.prMallet
EntropyLatticeRuns subsequence constrained forward-backward to compute the entropy of label Gideon Mann, Andrew McCallumClasscc.mallet.fst.semi_supervisedMallet
FSTConstraintUtilExpectation constraint utilities for fst package.Classcc.mallet.fst.semi_supervisedMallet
GEConstraintInterface for GE constraint that considers either one or two states.Interfacecc.mallet.fst.semi_supervised.constraintsMallet
GELatticeRuns the dynamic programming algorithm of [Mann and McCallum 08] for computing the gradient of a Generalized Expectation constraint thatClasscc.mallet.fst.semi_supervisedMallet
OneLabelGEConstraintsA set of constraints on distributions over single labels conditioned on the presence of input features.Classcc.mallet.fst.semi_supervised.constraintsMallet
OneLabelKLGEConstraintsA set of constraints on distributions over consecutive labels conditioned an input features.Classcc.mallet.fst.semi_supervised.constraintsMallet
OneLabelL2GEConstraintsA set of constraints on distributions over consecutive labels conditioned an input features.Classcc.mallet.fst.semi_supervised.constraintsMallet
OneLabelL2IndPRConstraintsA set of constraints on individual input feature label pairs.Classcc.mallet.fst.semi_supervised.pr.constraintsMallet
OneLabelL2PRConstraintsA set of constraints on distributions over single labels conditioned on the presence of input features.Classcc.mallet.fst.semi_supervised.pr.constraintsMallet
OneLabelL2RangeGEConstraintsA set of constraints on individual input feature label pairs.Classcc.mallet.fst.semi_supervised.constraintsMallet
PRAuxiliaryModelAuxiliar model (q) for E-step/I-projection in Posterior Regularization (PR).Classcc.mallet.fst.semi_supervised.prMallet
PRConstraintInterface for PR constraint that considers either one or two states.Interfacecc.mallet.fst.semi_supervised.pr.constraintsMallet
SelfTransitionGEConstraintGE Constraint on the probability of self-transitions in the FST.Classcc.mallet.fst.semi_supervised.constraintsMallet
SimpleTaggerWithConstraintsVersion of SimpleTagger that trains CRFs with expectation constraints rather than labeled data.Classcc.mallet.fst.semi_supervised.tuiMallet
StateLabelMapMaps states in the lattice to labels.Classcc.mallet.fst.semi_supervisedMallet
SumLatticeDefaultCachedDotClasscc.mallet.fst.semi_supervised.prMallet
SumLatticeKLLattice for M-step/M-projection in PR.Classcc.mallet.fst.semi_supervised.prMallet
SumLatticePRLattice for E-step/I-projection in PR.Classcc.mallet.fst.semi_supervised.prMallet
TwoLabelGEConstraintsA set of constraints on distributions over pairs of consecutive labels conditioned on the presence of input features.Classcc.mallet.fst.semi_supervised.constraintsMallet
TwoLabelKLGEConstraintsA set of constraints on distributions over consecutive labels conditioned an input features.Classcc.mallet.fst.semi_supervised.constraintsMallet
TwoLabelL2GEConstraintsA set of constraints on distributions over consecutive labels conditioned an input features.Classcc.mallet.fst.semi_supervised.constraintsMallet