Contents tagged with BasicNetwork

  • Encog propogation training algorithms

    Hello everybody,

    today I want to describe in simple words some training algos of Encog.

    Before I'll continue, I want to show general block schema of training algorithms:

    Init NN can look like this:

    public BasicNetwork CreateNetwork()

    {

    var network = new BasicNetwork();

    network.AddLayer(new BasicLayer(WindowSize));

    network.AddLayer(new BasicLayer(10));

    network.AddLayer(new BasicLayer(1));

    network.Structure.FinalizeStructure();

    network.Reset();

    return network;

    }

    Steps "NN error < acceptable error" -> "Update weights according to learning algorithim" can look like this:

    public void Train(BasicNetwork network, IMLDataSet training)

    {

    ITrain train = … more