Package com.github.neuralnetworks.calculation

Examples of com.github.neuralnetworks.calculation.RBMLayerCalculator.calculateVisibleLayer()

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  RBMLayerCalculator lc = (RBMLayerCalculator) rbm.getLayerCalculator();

  Matrix visible = new Matrix(2, 1);
  Matrix hidden = new Matrix(new float[] { 0.35f, 0.9f }, 1);

  lc.calculateVisibleLayer(rbm, visible, hidden);

  assertEquals(0.68, visible.get(0, 0), 0.01);
  assertEquals(0.6637, visible.get(1, 0), 0.01);
    }
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  cgb1.set(0.2f, 1, 0);

  RBMLayerCalculator lc = (RBMLayerCalculator) rbm.getLayerCalculator();
  Matrix hidden = new Matrix(new float[] { 1f, 0f, 1f }, 1);
  Matrix visible = new Matrix(2, 1);
  lc.calculateVisibleLayer(rbm, visible, hidden);

  assertEquals(0.332, visible.get(0, 0), 0.001);
  assertEquals(0.525, visible.get(1, 0), 0.001);
    }
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