Uses of Class
de.jungblut.math.minimize.CostGradientTuple

Packages that use CostGradientTuple

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

Uses of CostGradientTuple in de.jungblut.classification.nn

Methods in de.jungblut.classification.nn that return CostGradientTuple

Modifier and Type	Method	Description
static CostGradientTuple	MultilayerPerceptronCostFunction.computeNextStep(de.jungblut.math.DoubleVector input, de.jungblut.math.DoubleMatrix x, de.jungblut.math.DoubleMatrix y, MultilayerPerceptronCostFunction.NetworkConfiguration conf)	Do a full forward pass and backpropagate the error.
protected CostGradientTuple	MultilayerPerceptronCostFunction.evaluateBatch(de.jungblut.math.DoubleVector theta, de.jungblut.math.DoubleMatrix featureBatch, de.jungblut.math.DoubleMatrix outcomeBatch)
protected CostGradientTuple	RBMCostFunction.evaluateBatch(de.jungblut.math.DoubleVector input, de.jungblut.math.DoubleMatrix data, de.jungblut.math.DoubleMatrix outcomeBatch)

Uses of CostGradientTuple in de.jungblut.classification.regression

Methods in de.jungblut.classification.regression that return CostGradientTuple

Modifier and Type	Method	Description
CostGradientTuple	LogisticRegressionCostFunction.evaluateCost(de.jungblut.math.DoubleVector theta)

Uses of CostGradientTuple in de.jungblut.math.minimize

Methods in de.jungblut.math.minimize that return CostGradientTuple

Modifier and Type	Method	Description
protected abstract CostGradientTuple	AbstractMiniBatchCostFunction.evaluateBatch(de.jungblut.math.DoubleVector theta, de.jungblut.math.DoubleMatrix featureBatch, de.jungblut.math.DoubleMatrix outcomeBatch)	Evaluate the batch.
CostGradientTuple	AbstractMiniBatchCostFunction.evaluateCost(de.jungblut.math.DoubleVector input)
CostGradientTuple	CostFunction.evaluateCost(de.jungblut.math.DoubleVector input)	Evaluation for the cost function to retrieve cost and gradient.
CostGradientTuple	NegatedCostFunction.evaluateCost(de.jungblut.math.DoubleVector input)

Uses of CostGradientTuple in de.jungblut.ner

Methods in de.jungblut.ner that return CostGradientTuple

Modifier and Type	Method	Description
CostGradientTuple	ConditionalLikelihoodCostFunction.evaluateCost(de.jungblut.math.DoubleVector input)