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See:
Description
Interface Summary | |
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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 | |
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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 | |
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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. |
Classes for finding the maximum of a function.
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