/// <summary>
/// Creates a classification neural network from a string that contains network architecture.
/// </summary>
/// <param name="architecture">The network architecture.</param>
/// <returns>The <see cref="Network"/> object this method creates.</returns>
public static Network FromArchitecture(string architecture)
{
NetworkGraph graph = NetworkGraphBuilder.CreateNetworkGraph(architecture, true, false);
return(new Network(graph));
}
/// <summary>
/// Creates a classification neural network from a string that contains network architecture.
/// </summary>
/// <param name="architecture">The network architecture.</param>
/// <param name="classes">The classes the network should able to classify into.</param>
/// <param name="allowedClasses">The classes the network is allowed to classify.</param>
/// <param name="blankClass">The blank class that represents none of the real classes.</param>
/// <returns>
/// The <see cref="ClassificationNetwork"/> object this method creates.
/// </returns>
public static ClassificationNetwork FromArchitecture(string architecture, IList <string> classes, IList <string> allowedClasses, string blankClass)
{
NetworkGraph graph = NetworkGraphBuilder.CreateNetworkGraph(architecture, true, true);
return(new ClassificationNetwork(graph, classes, allowedClasses, blankClass));
}