public void create_simple_network()
{
var network = new Network.Network();
network.Layers = new List<ILayer>();
var inputLayer = new Mock<ILayer>().Object;
inputLayer.Type = LayerType.Input;
var hiddenLayer = new Mock<ILayer>().Object;
hiddenLayer.Type = LayerType.Hidden;
var outputLayer = new Mock<ILayer>().Object;
outputLayer.Type = LayerType.Output;
network.AddLayer(inputLayer, hiddenLayer, outputLayer);
network.Layers.Count.Should().Be.EqualTo(3);
}
public void can_be_only_one_output_layer()
{
var network = new Network.Network();
network.Layers = new List<ILayer>();
var outputLayer1 = new Mock<ILayer>().Object;
outputLayer1.Type = LayerType.Output;
var outputLayer2 = new Mock<ILayer>().Object;
outputLayer2.Type = LayerType.Output;
network.AddLayer(outputLayer1, outputLayer2);
Executing.This(network.StartTrain).Should().Throw();
Executing.This(network.StartTrain).Should().Throw<ApplicationException>();
Executing.This(network.StartTrain).Should().Throw<ApplicationException>()
.Exception.Message.Should().Be.EqualTo("There can be only one input layer and one output");
}