protected override void OnPreBuild()
{
layoutProvider = layoutProvider ?? A.Fake <INetworkLayoutProvider>();
}
public NeuralNetworkBuilder Using(INetworkLayoutProvider layoutProvider)
{
this.layoutProvider = layoutProvider;
return(this);
}
/// <summary>
/// Instantiates a new neural network with the layout provided by the specified <paramref name="layoutProvider"/>.
/// </summary>
/// <param name="layoutProvider">Provides the layout of the network</param>
public NeuralNetwork(INetworkLayoutProvider layoutProvider, ICostFunction costFunction)
: this(layoutProvider.GetLayers(), costFunction)
{
}
protected override void OnPreBuild()
{
layoutProvider = layoutProvider ?? A.Fake <INetworkLayoutProvider>();
costFunction = costFunction ?? new QuadraticCost();
}
/// <summary>
/// Instantiates a new neural network with the layout provided by the specified <paramref name="layoutProvider"/>.
/// </summary>
/// <param name="layoutProvider">Provides the layout of the network</param>
public NeuralNetwork(INetworkLayoutProvider layoutProvider)
: this(layoutProvider.GetLayers())
{
}