| public DerivativeFunction ( double b, double a ) : double | ||
| b | double | |
| a | double | |
| return | double | |
public void TestLinear()
{
var activation = new ActivationLinear();
Assert.IsTrue(activation.HasDerivative);
var clone = activation.Clone();
Assert.IsInstanceOfType(clone, typeof(ActivationLinear));
double[] input = { 1, 2, 3 };
activation.ActivationFunction(input, 0, 3);
Assert.AreEqual(1.0, input[0], 0.0);
Assert.AreEqual(2.0, input[1], 0.0);
Assert.AreEqual(3.0, input[2], 0.0);
// test derivative, should not throw an error
input[0] = activation.DerivativeFunction(input[0], input[0]);
input[1] = activation.DerivativeFunction(input[1], input[1]);
input[2] = activation.DerivativeFunction(input[2], input[2]);
Assert.AreEqual(1.0, input[0], 0.0);
Assert.AreEqual(1.0, input[1], 0.0);
Assert.AreEqual(1.0, input[2], 0.0);
}
public void TestLinear()
{
var activation = new ActivationLinear();
Assert.IsTrue(activation.HasDerivative());
var clone = (ActivationLinear) activation.Clone();
Assert.IsNotNull(clone);
double[] input = {1, 2, 3};
activation.ActivationFunction(input, 0, 1);
Assert.AreEqual(1.0, input[0], 0.1);
Assert.AreEqual(2.0, input[1], 0.1);
Assert.AreEqual(3.0, input[2], 0.1);
// test derivative, should not throw an error
input[0] = activation.DerivativeFunction(input[0],input[0]);
}
public void TestLinear()
{
var activation = new ActivationLinear();
Assert.IsTrue(activation.HasDerivative);
var clone = (ActivationLinear)activation.Clone();
Assert.IsNotNull(clone);
double[] input = { 1, 2, 3 };
activation.ActivationFunction(input, 0, 1);
Assert.AreEqual(1.0, input[0], 0.1);
Assert.AreEqual(2.0, input[1], 0.1);
Assert.AreEqual(3.0, input[2], 0.1);
// test derivative, should not throw an error
input[0] = activation.DerivativeFunction(input[0], input[0]);
}