Uses of Package
de.jungblut.math.minimize
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Classes in de.jungblut.math.minimize used by de.jungblut.classification.eval Class Description IterationCompletionListener Callback that should be triggered when a iteration was finished. -
Classes in de.jungblut.math.minimize used by de.jungblut.classification.nn Class Description AbstractMiniBatchCostFunction Mini Batch cost function.CostFunction Cost function interface to be implemented when using with a optimizer like conjugate gradient for example.CostGradientTuple More readable variant of the before used Tuple<> inCostFunction.Minimizer Minimizer interface for various function minimizers. -
Classes in de.jungblut.math.minimize used by de.jungblut.classification.regression Class Description CostFunction Cost function interface to be implemented when using with a optimizer like conjugate gradient for example.CostGradientTuple More readable variant of the before used Tuple<> inCostFunction.Minimizer Minimizer interface for various function minimizers. -
Classes in de.jungblut.math.minimize used by de.jungblut.math Class Description CostFunction Cost function interface to be implemented when using with a optimizer like conjugate gradient for example. -
Classes in de.jungblut.math.minimize used by de.jungblut.math.minimize Class Description AbstractMinimizer Abstract minimizer class that adds functionality that can be shared between many minimizers.CostFunction Cost function interface to be implemented when using with a optimizer like conjugate gradient for example.CostGradientTuple More readable variant of the before used Tuple<> inCostFunction.GradientDescent Gradient descent implementation with some neat features like momentum, divergence detection, delta breaks and bold driver and scheduled annealing adaptive learning rates.GradientDescent.GradientDescentBuilder IterationCompletionListener Callback that should be triggered when a iteration was finished.Minimizer Minimizer interface for various function minimizers.OWLQN Java translation of C++ code of "Orthant-Wise Limited-memory Quasi-Newton Optimizer for L1-regularized Objectives" (@see http://research.microsoft.com/). -
Classes in de.jungblut.math.minimize used by de.jungblut.ner Class Description CostFunction Cost function interface to be implemented when using with a optimizer like conjugate gradient for example.CostGradientTuple More readable variant of the before used Tuple<> inCostFunction.Minimizer Minimizer interface for various function minimizers.