protected ErrorBackPropagationStepsBase(IWeightSetter weightSetter, IWeightChangeApplier weightChangeApplier, IPerceptronUnderTraining perceptronUnderTraining, double learningRate, double momentum)
{
CheckLearningRate(learningRate);
Perceptron = perceptronUnderTraining;
_weightInitializer = new WeightInitializer(Perceptron.Network, weightSetter: weightSetter);
_errorValueBackPropagator = new ErrorValueBackPropagator(Perceptron.Network);
_weightChangeBackPropagator = new WeightChangeBackPropagator(weightChangeApplier, Perceptron.Network, learningRate, momentum);
}
public ErrorBackPropagationStepsBatch(IWeightSetter weightSetter, IPerceptronUnderTraining perceptronUnderTraining, double learningRate, double momentum)
: base(weightSetter, new BatchWeightChangeApplier(), perceptronUnderTraining, learningRate, momentum)
{
}
public WeightInitializer(IEnumerable <IEnumerable <ITraversableUnitReadOnly <IUnitUnderTraining, IConnectionUnderTraining, IUnitActivationTraining> > > layeredUnits, IWeightSetter weightSetter)
{
_weightSetter = weightSetter;
_layeredUnits = layeredUnits;
}
