/// <summary>
/// Creates a new instance of this class
/// </summary>
/// <param name="trainingIteration">
/// Current training iteration
/// </param>
/// <param name="trainingSample">
/// The training sample associated with the event
/// </param>
public TrainingSampleEventArgs(int trainingIteration, Entrenamiento trainingSample)
{
this.trainingIteration = trainingIteration;
this.trainingSample = trainingSample;
}
public bool Contains(Entrenamiento sample)
{
return(trainingSamples.Contains(sample));
}
/// <summary> /// A protected helper function used to train single learning sample /// </summary> /// <param name="trainingSample"> /// Training sample to use /// </param> /// <param name="currentIteration"> /// Current training epoch (Assumed to be positive and less than <c>trainingEpochs</c>) /// </param> /// <param name="trainingEpochs"> /// Number of training epochs (Assumed to be positive) /// </param> protected abstract void LearnSample(Entrenamiento trainingSample, int currentIteration, int trainingEpochs);
public bool Remove(Entrenamiento sample)
{
return(trainingSamples.Remove(sample));
}