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Packages that use TransducerTrainer.ByOptimization | |
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cc.mallet.fst | Transducers, including Conditional Random Fields (CRFs). |
cc.mallet.fst.semi_supervised | |
cc.mallet.fst.semi_supervised.pr |
Uses of TransducerTrainer.ByOptimization in cc.mallet.fst |
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Classes in cc.mallet.fst that implement TransducerTrainer.ByOptimization | |
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class |
CRFTrainerByL1LabelLikelihood
CRF trainer that implements L1-regularization. |
class |
CRFTrainerByLabelLikelihood
Unlike ClassifierTrainer, TransducerTrainer is not "stateless" between calls to train. |
class |
CRFTrainerByThreadedLabelLikelihood
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class |
CRFTrainerByValueGradients
A CRF trainer that can combine multiple objective functions, each represented by a Optmizable.ByValueGradient. |
Uses of TransducerTrainer.ByOptimization in cc.mallet.fst.semi_supervised |
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Classes in cc.mallet.fst.semi_supervised that implement TransducerTrainer.ByOptimization | |
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class |
CRFTrainerByEntropyRegularization
A CRF trainer that maximizes the log-likelihood plus a weighted entropy regularization term on unlabeled data. |
Uses of TransducerTrainer.ByOptimization in cc.mallet.fst.semi_supervised.pr |
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Classes in cc.mallet.fst.semi_supervised.pr that implement TransducerTrainer.ByOptimization | |
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class |
CRFTrainerByPR
Posterior regularization trainer. |
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