Package cc.mallet.optimize

Classes for finding the maximum of a function.

See: Description

Interface Summary

Interface	Description
LineOptimizer	Optimize, constrained to move parameters along the direction of a specified line.
LineOptimizer.ByGradient
Optimizable
Optimizable.ByBatchGradient
Optimizable.ByCombiningBatchGradient
Optimizable.ByGISUpdate
Optimizable.ByGradient
Optimizable.ByGradientValue
Optimizable.ByHessian
Optimizable.ByValue
Optimizable.ByVotedPerceptron
Optimizer
Optimizer.ByBatches	Deprecated
OptimizerEvaluator	Callback interface that allows optimizer clients to perform some operation after every iteration.
OptimizerEvaluator.ByBatchGradient
OptimizerEvaluator.ByGradient

Class Summary

Class	Description
AGIS
BackTrackLineSearch
ConjugateGradient
GradientAscent
GradientBracketLineOptimizer
LimitedMemoryBFGS
OptimizableCollection
OrthantWiseLimitedMemoryBFGS	Implementation of orthant-wise limited memory quasi Newton method for optimizing convex L1-regularized objectives.
StochasticMetaAscent

Exception Summary

Exception	Description
InvalidOptimizableException	Exception thrown by optimization algorithms, when the problem is usually due to a problem with the given Maximizable instance.
OptimizationException	General exception thrown by optimization algorithms when there is an optimization-specific problem.

Package cc.mallet.optimize Description

Classes for finding the maximum of a function.