public void SetWeight(IConnectionUnderTraining connection)
{
var randomNumber = _randomNumberGenerator.GenerateRandomNumber();
randomNumber = (randomNumber * Math.Abs(RangeTo - RangeFrom)) + RangeFrom;
connection.Weight = randomNumber;
}
public void ApplyWeightChange(IConnectionUnderTraining connection, double weightChange)
{
connection.UncommittedWeightChange += weightChange;
if (double.IsNegativeInfinity(connection.UncommittedWeightChange))
{
connection.UncommittedWeightChange = double.MinValue;
}
else if (double.IsPositiveInfinity(connection.UncommittedWeightChange))
{
connection.UncommittedWeightChange = double.MaxValue;
}
}
private void InitializeWeight(IConnectionUnderTraining connectionUnderTraining)
{
_weightSetter.SetWeight(connectionUnderTraining);
EventEmitter.Log(WeightInitialized, connectionUnderTraining.Name, connectionUnderTraining.Weight);
}