@Override protected CliquePotentialFunction getCliquePotentialFunctionForTest() { if (cliquePotentialFunction == null) { if (flags.secondOrderNonLinear) cliquePotentialFunction = new NonLinearSecondOrderCliquePotentialFunction(inputLayerWeights4Edge, outputLayerWeights4Edge, inputLayerWeights, outputLayerWeights, flags); else cliquePotentialFunction = new NonLinearCliquePotentialFunction(linearWeights, inputLayerWeights, outputLayerWeights, flags); } return cliquePotentialFunction; }
public CliquePotentialFunction getCliquePotentialFunction(double[] x) { Quadruple<double[][], double[][], double[][], double[][]> allParams = separateWeights(x); double[][] W4Edge = allParams.first(); // inputLayerWeights4Edge double[][] U4Edge = allParams.second(); // outputLayerWeights4Edge double[][] W = allParams.third(); // inputLayerWeights double[][] U = allParams.fourth(); // outputLayerWeights return new NonLinearSecondOrderCliquePotentialFunction(W4Edge, U4Edge, W, U, flags); }
int[] docLabels = labels[m]; NonLinearSecondOrderCliquePotentialFunction cliquePotentialFunction = new NonLinearSecondOrderCliquePotentialFunction(W4Edge, U4Edge, W, U, flags);
@Override protected CliquePotentialFunction getCliquePotentialFunctionForTest() { if (cliquePotentialFunction == null) { if (flags.secondOrderNonLinear) cliquePotentialFunction = new NonLinearSecondOrderCliquePotentialFunction(inputLayerWeights4Edge, outputLayerWeights4Edge, inputLayerWeights, outputLayerWeights, flags); else cliquePotentialFunction = new NonLinearCliquePotentialFunction(linearWeights, inputLayerWeights, outputLayerWeights, flags); } return cliquePotentialFunction; }
@Override protected CliquePotentialFunction getCliquePotentialFunctionForTest() { if (cliquePotentialFunction == null) { if (flags.secondOrderNonLinear) cliquePotentialFunction = new NonLinearSecondOrderCliquePotentialFunction(inputLayerWeights4Edge, outputLayerWeights4Edge, inputLayerWeights, outputLayerWeights, flags); else cliquePotentialFunction = new NonLinearCliquePotentialFunction(linearWeights, inputLayerWeights, outputLayerWeights, flags); } return cliquePotentialFunction; }
public CliquePotentialFunction getCliquePotentialFunction(double[] x) { Quadruple<double[][], double[][], double[][], double[][]> allParams = separateWeights(x); double[][] W4Edge = allParams.first(); // inputLayerWeights4Edge double[][] U4Edge = allParams.second(); // outputLayerWeights4Edge double[][] W = allParams.third(); // inputLayerWeights double[][] U = allParams.fourth(); // outputLayerWeights return new NonLinearSecondOrderCliquePotentialFunction(W4Edge, U4Edge, W, U, flags); }
public CliquePotentialFunction getCliquePotentialFunction(double[] x) { Quadruple<double[][], double[][], double[][], double[][]> allParams = separateWeights(x); double[][] W4Edge = allParams.first(); // inputLayerWeights4Edge double[][] U4Edge = allParams.second(); // outputLayerWeights4Edge double[][] W = allParams.third(); // inputLayerWeights double[][] U = allParams.fourth(); // outputLayerWeights return new NonLinearSecondOrderCliquePotentialFunction(W4Edge, U4Edge, W, U, flags); }
int[] docLabels = labels[m]; NonLinearSecondOrderCliquePotentialFunction cliquePotentialFunction = new NonLinearSecondOrderCliquePotentialFunction(W4Edge, U4Edge, W, U, flags);
int[] docLabels = labels[m]; NonLinearSecondOrderCliquePotentialFunction cliquePotentialFunction = new NonLinearSecondOrderCliquePotentialFunction(W4Edge, U4Edge, W, U, flags);