/// <summary>
/// Initialises a new instance of the NeuralNetTask class.
/// </summary>
/// <param name="inputNeuronCount">The number of input neurons.</param>
/// <param name="hiddenNeuronCount">The number of hidden nuerons.</param>
/// <param name="outputNeuronCount">The number of output neurons.</param>
/// <param name="learningRate">The learning rate.</param>
protected NeuralNetTask(int inputNeuronCount, int hiddenNeuronCount,
int outputNeuronCount, double learningRate, NetInputOutputFormatter formatter = null)
{
net = new NeuralNetwork(inputNeuronCount, hiddenNeuronCount, outputNeuronCount, learningRate);
InputNeuronCount = inputNeuronCount;
HiddenNeuronCount = hiddenNeuronCount;
OutputNeuronCount = outputNeuronCount;
LearningRate = learningRate;
InputOutputFormatter = formatter ?? new NetInputOutputFormatter();
trained = false;
}
private void GetFormatter()
{
Assembly.Load(FormatterAssembly);
formatter = (NetInputOutputFormatter)Activator.CreateInstance(FormatterAssembly, FormatterClass).Unwrap();
}
/// <summary>
/// Initialises a new instance of the NeuralNetTask class, using protected properties
/// to get the required parameters.
/// </summary>
protected NeuralNetTask(NetInputOutputFormatter formatter = null)
{
net = new NeuralNetwork(InputNeuronCount, HiddenNeuronCount, OutputNeuronCount, LearningRate);
InputOutputFormatter = formatter ?? new NetInputOutputFormatter();
trained = false;
}
