/// <summary>
/// Create a new neural data pair object of the correct size for the neural
/// network that is being trained. This object will be passed to the getPair
/// method to allow the neural data pair objects to be copied to it.
/// </summary>
///
/// <param name="inputSize">The size of the input data.</param>
/// <param name="idealSize">The size of the ideal data.</param>
/// <returns>A new neural data pair object.</returns>
public static IEngineData CreatePair(int inputSize, int idealSize)
{
IEngineData result;
if (idealSize > 0)
{
result = new BasicEngineData(new double[inputSize],
new double[idealSize]);
}
else
{
result = new BasicEngineData(new double[inputSize]);
}
return(result);
}
/// <summary>
/// Create a new neural data pair object of the correct size for the neural
/// network that is being trained. This object will be passed to the getPair
/// method to allow the neural data pair objects to be copied to it.
/// </summary>
///
/// <param name="inputSize">The size of the input data.</param>
/// <param name="idealSize">The size of the ideal data.</param>
/// <returns>A new neural data pair object.</returns>
public static IEngineData CreatePair(int inputSize, int idealSize)
{
IEngineData result;
if (idealSize > 0)
{
result = new BasicEngineData(new double[inputSize],
new double[idealSize]);
}
else
{
result = new BasicEngineData(new double[inputSize]);
}
return result;
}
/// <summary>
/// Add input and expected output. This is used for supervised training.
/// </summary>
///
/// <param name="inputData">The input data to train on.</param>
/// <param name="idealData">The ideal data to use for training.</param>
public void Add(double[] inputData, double[] idealData)
{
IEngineData pair = new BasicEngineData(inputData, idealData);
this.data.Add(pair);
}
/// <summary>
/// Add input and expected output. This is used for supervised training.
/// </summary>
///
/// <param name="inputData">The input data to train on.</param>
/// <param name="idealData">The ideal data to use for training.</param>
public void Add(double[] inputData, double[] idealData)
{
IEngineData pair = new BasicEngineData(inputData, idealData);
this.data.Add(pair);
}