Uses of Interface
cc.mallet.optimize.Optimizable

Packages that use Optimizable

cc.mallet.classify	Classes for training and classifying instances.
cc.mallet.fst	Transducers, including Conditional Random Fields (CRFs).
cc.mallet.fst.semi_supervised
cc.mallet.fst.semi_supervised.pr
cc.mallet.grmm.learning
cc.mallet.grmm.util
cc.mallet.optimize	Classes for finding the maximum of a function.
cc.mallet.optimize.tests	JUnit tests for maximize.
cc.mallet.topics

Uses of Optimizable in cc.mallet.classify

Classes in cc.mallet.classify that implement Optimizable

class	MaxEntOptimizableByGE
class	MaxEntOptimizableByLabelDistribution
class	MaxEntOptimizableByLabelLikelihood
class	PRAuxClassifierOptimizable Optimizable for training auxiliary model (q) for E-step/I-projection in PR training.

Methods in cc.mallet.classify that return Optimizable

Optimizable

MaxEntTrainer.getOptimizable()

Uses of Optimizable in cc.mallet.fst

Classes in cc.mallet.fst that implement Optimizable

class	CRFOptimizableByBatchLabelLikelihood Implements label likelihood gradient computations for batches of data, can be easily parallelized.
class	CRFOptimizableByGradientValues A CRF objective function that is the sum of multiple objective functions that implement Optimizable.ByGradientValue.
class	CRFOptimizableByLabelLikelihood An objective function for CRFs that is the label likelihood plus a Gaussian or hyperbolic prior on parameters.
class	CRFTrainerByValueGradients.OptimizableCRF An optimizable CRF that contains a collection of objective functions.
class	MEMMTrainer.MEMMOptimizableByLabelLikelihood Represents the terms in the objective function.
class	ThreadedOptimizable An adaptor for optimizables based on batch values/gradients.

Uses of Optimizable in cc.mallet.fst.semi_supervised

Classes in cc.mallet.fst.semi_supervised that implement Optimizable

class	CRFOptimizableByEntropyRegularization A CRF objective function that is the entropy of the CRF's predictions on unlabeled data.
class	CRFOptimizableByGE Optimizable for CRF using Generalized Expectation constraints that consider either a single label or a pair of labels of a linear chain CRF.

Uses of Optimizable in cc.mallet.fst.semi_supervised.pr

Classes in cc.mallet.fst.semi_supervised.pr that implement Optimizable

class	ConstraintsOptimizableByPR Optimizable for E-step/I-projection in Posterior Regularization (PR).
class	CRFOptimizableByKL M-step/M-projection for PR.

Uses of Optimizable in cc.mallet.grmm.learning

Classes in cc.mallet.grmm.learning that implement Optimizable

class	ACRF.MaximizableACRF
static class	PiecewiseACRFTrainer.Maxable
class	PseudolikelihoodACRFTrainer.Maxable
class	PwplACRFTrainer.Maxable

Uses of Optimizable in cc.mallet.grmm.util

Classes in cc.mallet.grmm.util that implement Optimizable

static class	CachingOptimizable.ByBatchGradient
static class	CachingOptimizable.ByGradient

Uses of Optimizable in cc.mallet.optimize

Subinterfaces of Optimizable in cc.mallet.optimize

static interface	Optimizable.ByBatchGradient
static interface	Optimizable.ByCombiningBatchGradient
static interface	Optimizable.ByGISUpdate
static interface	Optimizable.ByGradient
static interface	Optimizable.ByGradientValue
static interface	Optimizable.ByHessian
static interface	Optimizable.ByValue
static interface	Optimizable.ByVotedPerceptron

Classes in cc.mallet.optimize that implement Optimizable

class

OptimizableCollection.ByGradientValue

Methods in cc.mallet.optimize that return Optimizable

Optimizable	OrthantWiseLimitedMemoryBFGS.getOptimizable()
Optimizable	Optimizer.getOptimizable()
Optimizable	LimitedMemoryBFGS.getOptimizable()
Optimizable	GradientAscent.getOptimizable()
Optimizable	ConjugateGradient.getOptimizable()
Optimizable	AGIS.getOptimizable()

Uses of Optimizable in cc.mallet.optimize.tests

Methods in cc.mallet.optimize.tests with parameters of type Optimizable

static boolean

TestOptimizable.testGetSetParameters(Optimizable maxable) Tests that parameters set by setParameters can be retrieved by getParameters.

Uses of Optimizable in cc.mallet.topics

Classes in cc.mallet.topics that implement Optimizable

class

DMROptimizable