Package cc.mallet.optimize
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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.