public static IActivationFunction CreateRandomWithinNewCategory(ActivationFunctionCategory newCategory)
{
var nrOfFunctions = _activationFunctionsByCategory[newCategory].Count();
if (nrOfFunctions == 0)
{
throw new ArgumentException($"Category {newCategory} doesn't have any registered activation functions", nameof(newCategory));
}
if (nrOfFunctions == 1)
{
return(_activationFunctionsByCategory[newCategory].Single());
}
var randomIndex = _randomizer.Next(0, nrOfFunctions);
return(_activationFunctionsByCategory[newCategory].ElementAt(randomIndex));
}
public static RandomWithinNewCategoryActivationFunctionModifier Create(ActivationFunctionCategory newActivationFunctionCategory)
{
return(new RandomWithinNewCategoryActivationFunctionModifier(newActivationFunctionCategory));
}
private RandomWithinNewCategoryActivationFunctionModifier(ActivationFunctionCategory newActivationFunctionCategory)
{
_newActivationFunctionCategory = newActivationFunctionCategory;
}
