Examples of NeuronSquareMesh2D

Examples of org.apache.commons.math3.ml.neuralnet.twod.NeuronSquareMesh2D

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     */
    public ChineseRingsClassifier(ChineseRings rings,
                                  int dim1,
                                  int dim2) {
        this.rings = rings;
        sofm = new NeuronSquareMesh2D(dim1, false,
                                      dim2, false,
                                      SquareNeighbourhood.MOORE,
                                      makeInitializers());
    }
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Examples of org.apache.commons.math3.ml.neuralnet.twod.NeuronSquareMesh2D

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    @Test
    public void testGetFeaturesSize() {
        final FeatureInitializer[] initArray = { init, init, init };

        final Network net = new NeuronSquareMesh2D(2, false,
                                                   2, false,
                                                   SquareNeighbourhood.VON_NEUMANN,
                                                   initArray).getNetwork();
        Assert.assertEquals(3, net.getFeaturesSize());
    }
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Examples of org.apache.commons.math3.ml.neuralnet.twod.NeuronSquareMesh2D

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     *  2-----3
     */
    @Test
    public void testDeleteLink() {
        final FeatureInitializer[] initArray = { init };
        final Network net = new NeuronSquareMesh2D(2, false,
                                                   2, false,
                                                   SquareNeighbourhood.VON_NEUMANN,
                                                   initArray).getNetwork();
        Collection<Neuron> neighbours;

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Examples of org.apache.commons.math3.ml.neuralnet.twod.NeuronSquareMesh2D

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     *  2-----3
     */
    @Test
    public void testDeleteNeuron() {
        final FeatureInitializer[] initArray = { init };
        final Network net = new NeuronSquareMesh2D(2, false,
                                                   2, false,
                                                   SquareNeighbourhood.VON_NEUMANN,
                                                   initArray).getNetwork();

        Assert.assertEquals(2, net.getNeighbours(net.getNeuron(0)).size());
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Examples of org.apache.commons.math3.ml.neuralnet.twod.NeuronSquareMesh2D

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    }

    @Test
    public void testIterationOrder() {
        final FeatureInitializer[] initArray = { init };
        final Network net = new NeuronSquareMesh2D(4, false,
                                                   3, true,
                                                   SquareNeighbourhood.VON_NEUMANN,
                                                   initArray).getNetwork();

        // Check that the comparator provides a specific order.
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Examples of org.apache.commons.math3.ml.neuralnet.twod.NeuronSquareMesh2D

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    @Test
    public void testSerialize()
        throws IOException,
               ClassNotFoundException {
        final FeatureInitializer[] initArray = { init };
        final Network out = new NeuronSquareMesh2D(4, false,
                                                   3, true,
                                                   SquareNeighbourhood.VON_NEUMANN,
                                                   initArray).getNetwork();

        final ByteArrayOutputStream bos = new ByteArrayOutputStream();
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