Uses of Interface
de.jungblut.math.minimize.Minimizer

Packages that use Minimizer

Package	Description
de.jungblut.classification.nn
de.jungblut.classification.regression
de.jungblut.math.minimize
de.jungblut.ner

Uses of Minimizer in de.jungblut.classification.nn

Methods in de.jungblut.classification.nn with parameters of type Minimizer

Modifier and Type	Method and Description
static MultilayerPerceptron.MultilayerPerceptronBuilder	MultilayerPerceptron.MultilayerPerceptronBuilder.create(int[] layer, ActivationFunction[] activations, LossFunction errorFunction, Minimizer minimizer, int maxIteration) Creates a new TrainingConfiguration with the mandatory configurations of the activation functions, the to be used minimizer and the maximum iterations.
double	MultilayerPerceptron.train(de.jungblut.math.DoubleVector[] features, de.jungblut.math.DoubleVector[] outcome, Minimizer minimizer, int maxIterations, double lambda, boolean verbose) Full backpropagation training method.
void	RBM.train(de.jungblut.math.DoubleVector[] trainingSet, Minimizer minimizer, int numIterations) Trains the RBM on the given training set.

Uses of Minimizer in de.jungblut.classification.regression

Constructors in de.jungblut.classification.regression with parameters of type Minimizer

Constructor and Description
LogisticRegression(double lambda, Minimizer minimizer, int numIterations, boolean verbose) Creates a new logistic regression.

Uses of Minimizer in de.jungblut.math.minimize

Classes in de.jungblut.math.minimize that implement Minimizer

Modifier and Type	Class and Description
class	AbstractMinimizer Abstract minimizer class that adds functionality that can be shared between many minimizers.
class	Fmincg Minimize a continuous differentialble multivariate function.
class	GradientDescent Gradient descent implementation with some neat features like momentum, divergence detection, delta breaks and bold driver and scheduled annealing adaptive learning rates.
class	OWLQN Java translation of C++ code of "Orthant-Wise Limited-memory Quasi-Newton Optimizer for L1-regularized Objectives" (@see http://research.microsoft.com/).
class	ParticleSwarmOptimization Particle Swarm Optimization algorithm to minimize costfunctions.

Uses of Minimizer in de.jungblut.ner

Constructors in de.jungblut.ner with parameters of type Minimizer

Constructor and Description
MaxEntMarkovModel(Minimizer minimizer, int numIterations, boolean verbose)