Package com.neuralnetwork.shared.layers

Examples of com.neuralnetwork.shared.layers.HiddenLayer

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     */
    private void buildWithSettings(final NetworkConfig networkConfig) {
        network = new Network(networkConfig.getNumInputs(),
                              networkConfig.getNumOuputs());
        for (int layerSize : networkConfig.getLayerSizes()) {
            network.addHiddenLayer(new HiddenLayer(layerSize));
        }
    }
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    while (!layers.empty()) {
      temp.push(layers.pop());
    }
     
      for (int i = 0; i < numHidden; i++) {
        IHiddenLayer h = new HiddenLayer(layerSizes[i]);
        h.build();
        layers.push(h);
      }
     
    while (!temp.empty()) {
      layers.push(temp.pop());
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   */
  @Test
    public final void testAddHiddenLayer() {
    INetwork n = new Network(FIVE, FIVE, THREE,
        new int[] {FOUR, TWO, FOUR});
    n.addHiddenLayer(new HiddenLayer(THREE * TWO));
    n.build();
    IHiddenLayer h = n.getHiddenLayer(THREE);
    assertEquals(LayerType.HIDDEN, h.getLayerType());
    assertEquals(THREE * TWO, h.getSize());
  }
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    n.setType(null);
    n1.setType(null);
    assertEquals(n, n1);
    n1 = null;
    assertFalse(n.equals(n1));
    HiddenLayer n2 = new HiddenLayer(1);
    assertFalse(n.equals(n2));
    n.setActivationFunction(null);
    n1 = new InputNeuron();
    assertFalse(n.equals(n1));
    n1.setType(null);
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   * #addHiddenLayer(com.neuralnetwork.shared.layers.IHiddenLayer)}.
   */
  @Test
  public final void testAddHiddenLayer() {
    NeuralNetBuilder b = new NeuralNetBuilder(NUM_INPUTS, NUM_OUTPUTS);
    b.addHiddenLayer(new HiddenLayer(NUM_HIDDEN));
    b.build();
    assertEquals(b.getNetwork().getHiddenLayer(0).getSize(), NUM_HIDDEN);
    assertEquals(b.getNetwork()
        .getHiddenLayer(0).getLayerType(), LayerType.HIDDEN);
  }
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   * .shared.util.NeuralNetBuilder#build()}.
   */
  @Test
  public final void testBuild() {
    NeuralNetBuilder b = new NeuralNetBuilder(NUM_INPUTS, NUM_OUTPUTS);
    b.addHiddenLayer(new HiddenLayer(NUM_HIDDEN));
    b.build();
    assertEquals(b.getNetwork().getHiddenLayer(0).getSize(), NUM_HIDDEN);
    assertEquals(b.getNetwork()
        .getHiddenLayer(0).getLayerType(), LayerType.HIDDEN);
  }
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   * .shared.util.NeuralNetBuilder#getNetwork()}.
   */
  @Test
  public final void testGetNetwork() {
    NeuralNetBuilder b = new NeuralNetBuilder(NUM_INPUTS, NUM_OUTPUTS);
    b.addHiddenLayer(new HiddenLayer(NUM_HIDDEN));
    b.build();
    assertEquals(b.getNetwork().getHiddenLayer(0).getSize(), NUM_HIDDEN);
    assertEquals(b.getNetwork()
        .getHiddenLayer(0).getLayerType(), LayerType.HIDDEN);
  }
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     * Test method for {@link com.neuralnetwork
     * .shared.layers.HiddenLayer#HiddenLayer(int)}.
     */
    @Test
    public final void testHiddenLayer() {
        IHiddenLayer h = new HiddenLayer(1);
        assertNotNull(h);
        assertEquals(h.getLayerType(), LayerType.HIDDEN);
    }
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     * Test method for {@link com.neuralnetwork
     * .shared.layers.HiddenLayer#build()}.
     */
    @Test
    public final void testBuild() {
        HiddenLayer h = new HiddenLayer(1);
        ((IHiddenLayer) h).build();
        int size = h.getSize();
        assertEquals(size, 1);
    }
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Related Classes of com.neuralnetwork.shared.layers.HiddenLayer

  • com.neuralnetwork.shared.network.Network
  • com.neuralnetwork.shared.neurons.BiasNeuron
  • com.neuralnetwork.shared.neurons.HiddenNeuron
  • com.neuralnetwork.shared.tests.layers.HiddenLayerTest
  • com.neuralnetwork.shared.tests.network.NetworkTest
  • com.neuralnetwork.shared.tests.neurons.NeuronTest
  • com.neuralnetwork.shared.tests.util.NeuralNetBuilderTest
  • com.neuralnetwork.shared.util.NeuralNetBuilder
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