public static IMLDataSet generateTraining()
{
TemporalWindowArray temp = new TemporalWindowArray(WINDOW_SIZE, 1);
temp.Analyze(normalizedSunspots);
return(temp.Process(normalizedSunspots));
}
public static IMLDataSet generateTraining(double[] array)
{
TemporalWindowArray temp = new TemporalWindowArray(CONFIG.INPUT_WINDOW, 1);
temp.Analyze(array);
return(temp.Process(array));
}
public IMLDataSet GenerateTraining(double[] normalizedData)
{
TemporalWindowArray temp = new TemporalWindowArray(mWindowSize, 1);
temp.Analyze(normalizedData);
return(temp.Process(normalizedData));
}
/// <summary>
/// Quickly an IMLDataset from a double array using the TemporalWindow array.
/// </summary>
/// <param name="array">The array.</param>
/// <param name="inputsize">The inputsize.</param>
/// <param name="outputsize">The outputsize.</param>
/// <returns></returns>
public static IMLDataSet QuickTrainingFromDoubleArray(double[] array, int inputsize, int outputsize)
{
TemporalWindowArray temp = new TemporalWindowArray(inputsize, outputsize);
temp.Analyze(array);
return(temp.Process(array));
}
