public void SetUp()
{
_inputUnits = new List <ITraversableUnitReadOnly <IUnitUnderTraining, IConnectionUnderTraining, IUnitActivationTraining> >
{
TraversableUnit <IUnitUnderTraining, IConnectionUnderTraining, IUnitActivationTraining> .CreateUnit <UnitUnderTraining, UnitActivationTrainingFake>()
};
_oneHotPerceptronUnderTraining = new OneHotPerceptronUnderTraining(_inputUnits);
}
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 OneHotPerceptronUnderTraining(IEnumerable <ITraversableUnitReadOnly <IUnitUnderTraining, IConnectionUnderTraining, IUnitActivationTraining> > inputUnits)
{
_perceptronUnderTraining = new PerceptronUnderTraining(inputUnits, new OneHotPerceptron(inputUnits));
}
public ErrorBackPropagationStepsBatch(IWeightSetter weightSetter, IPerceptronUnderTraining perceptronUnderTraining, double learningRate, double momentum)
: base(weightSetter, new BatchWeightChangeApplier(), perceptronUnderTraining, learningRate, momentum)
{
}
