Uses of Interface
cc.mallet.optimize.Optimizable

Packages that use Optimizable

Package	Description
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.optimize	Classes for finding the maximum of a function.
cc.mallet.optimize.tests	JUnit tests for maximize.
cc.mallet.regression
cc.mallet.topics

Uses of Optimizable in cc.mallet.classify

Classes in cc.mallet.classify that implement Optimizable

Modifier and Type	Class	Description
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

Modifier and Type	Method	Description
Optimizable	MaxEntTrainer.getOptimizable()

Uses of Optimizable in cc.mallet.fst

Classes in cc.mallet.fst that implement Optimizable

Modifier and Type	Class	Description
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

Modifier and Type	Class	Description
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

Modifier and Type	Class	Description
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.optimize

Subinterfaces of Optimizable in cc.mallet.optimize

Modifier and Type	Interface	Description
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

Modifier and Type	Class	Description
class	OptimizableCollection.ByGradientValue

Methods in cc.mallet.optimize that return Optimizable

Modifier and Type	Method	Description
Optimizable	AGIS.getOptimizable()
Optimizable	ConjugateGradient.getOptimizable()
Optimizable	GradientAscent.getOptimizable()
Optimizable	LimitedMemoryBFGS.getOptimizable()
Optimizable	Optimizer.getOptimizable()
Optimizable	OrthantWiseLimitedMemoryBFGS.getOptimizable()

Uses of Optimizable in cc.mallet.optimize.tests

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

Modifier and Type	Method	Description
static boolean	TestOptimizable.testGetSetParameters(Optimizable maxable)	Tests that parameters set by setParameters can be retrieved by getParameters.

Uses of Optimizable in cc.mallet.regression

Classes in cc.mallet.regression that implement Optimizable

Modifier and Type	Class	Description
class	LinearRegressionTrainer

Uses of Optimizable in cc.mallet.topics

Classes in cc.mallet.topics that implement Optimizable

Modifier and Type	Class	Description
class	DMROptimizable