/// <summary>
/// Creates a network with the given non-input layers.
/// </summary>
/// <param name="inputDimension">The dimension of the input</param>
/// <param name="nonInputLayers">The non-input layers</param>
public Network(int inputDimension, [NotNull] params Layer[] nonInputLayers)
{
InputDimension = inputDimension;
NonInputLayers = nonInputLayers;
if (InputDimension < 1)
{
throw new ArgumentException("Network input dimension must be at least 1");
}
if (NonInputLayers.Any(layer => layer == null))
{
throw new NullReferenceException("Layer may not be null");
}
}
public double[] Calculate([NotNull] params double[] inputValues) => NonInputLayers.Aggregate(inputValues, (values, layer) => layer.Calculate(values));
