protected override void WriteDataXML(XElement ele, ElderScrollsPlugin master)
{
XElement subEle;
ele.TryPathTo("Flags", true, out subEle);
subEle.Value = MagicEffectFlags.ToString();
ele.TryPathTo("BaseCost", true, out subEle);
subEle.Value = BaseCost.ToString("G15");
ele.TryPathTo("AssociatedItem", true, out subEle);
AssociatedItem.WriteXML(subEle, master);
ele.TryPathTo("MagicSchool", true, out subEle);
subEle.Value = MagicSchool.ToString();
ele.TryPathTo("ResistanceType", true, out subEle);
subEle.Value = ResistanceType.ToString();
ele.TryPathTo("Unknown", true, out subEle);
subEle.Value = Unknown.ToString();
WriteUnusedXML(ele, master);
ele.TryPathTo("Light", true, out subEle);
Light.WriteXML(subEle, master);
ele.TryPathTo("ProjectileSpeed", true, out subEle);
subEle.Value = ProjectileSpeed.ToString("G15");
ele.TryPathTo("EffectShader", true, out subEle);
EffectShader.WriteXML(subEle, master);
ele.TryPathTo("ObjectDisplayShader", true, out subEle);
ObjectDisplayShader.WriteXML(subEle, master);
ele.TryPathTo("EffectSound", true, out subEle);
EffectSound.WriteXML(subEle, master);
ele.TryPathTo("BoltSound", true, out subEle);
BoltSound.WriteXML(subEle, master);
ele.TryPathTo("HitSound", true, out subEle);
HitSound.WriteXML(subEle, master);
ele.TryPathTo("AreaSound", true, out subEle);
AreaSound.WriteXML(subEle, master);
ele.TryPathTo("ConstantEffectEnchantmentFactor", true, out subEle);
subEle.Value = ConstantEffectEnchantmentFactor.ToString("G15");
ele.TryPathTo("ConstantEffectBarterFactor", true, out subEle);
subEle.Value = ConstantEffectBarterFactor.ToString("G15");
ele.TryPathTo("Archetype", true, out subEle);
subEle.Value = Archetype.ToString();
ele.TryPathTo("ActorValue", true, out subEle);
subEle.Value = ActorValue.ToString();
}
public Network(BaseCost costSettings, BaseOptimizer optimizerSettings)
{
IsLocked = false;
Layers = new List <BaseLayerKernel>();
// Cost Function Setup
CostFunction = costSettings.Type() switch
{
ECostType.CrossEntropyCost => new CrossEntropyCostKernel((CrossEntropyCost)costSettings),
ECostType.ExponentionalCost => new ExponentialCostKernel((ExponentionalCost)costSettings),
ECostType.GeneralizedKullbackLeiblerDivergence => new GeneralizedKullbackLeiblerDivergenceKernel((GeneralizedKullbackLeiblerDivergence)costSettings),
ECostType.HellingerDistance => new HellingerDistanceKernel((HellingerDistance)costSettings),
ECostType.ItakuraSaitoDistance => new ItakuraSaitoDistanceKernel((ItakuraSaitoDistance)costSettings),
ECostType.KullbackLeiblerDivergence => new KullbackLeiblerDivergenceKernel((KullbackLeiblerDivergence)costSettings),
ECostType.QuadraticCost => new QuadraticCostKernel((QuadraticCost)costSettings),
_ => throw new ArgumentException("Cost Type Invalid.")
};
// Optimizer Function Setup
OptimizerFunction = optimizerSettings.Type() switch
{
EOptimizerType.AdaDelta => new AdaDeltaKernel((AdaDelta)optimizerSettings),
EOptimizerType.AdaGrad => new AdaGradKernel((AdaGrad)optimizerSettings),
EOptimizerType.Adam => new AdamKernel((Adam)optimizerSettings),
EOptimizerType.Adamax => new AdamaxKernel((Adamax)optimizerSettings),
EOptimizerType.GradientDescent => new GradientDescentKernel((GradientDescent)optimizerSettings),
EOptimizerType.Momentum => new MomentumKernel((Momentum)optimizerSettings),
EOptimizerType.Nadam => new NadamKernel((Nadam)optimizerSettings),
EOptimizerType.NesterovMomentum => new NesterovMomentumKernel((NesterovMomentum)optimizerSettings),
EOptimizerType.RmsProp => new RmsPropKernel((RmsProp)optimizerSettings),
_ => throw new ArgumentException("Optimizer Type Invalid.")
};
}
/// <summary>
/// Create instance of the neural net with parameters
/// </summary>
/// <param name="optimizer"></param>
/// <param name="cost"></param>
/// <param name="metric"></param>
public NeuralNet(BaseOptimizer optimizer, BaseCost cost, BaseMetric metric = null)
{
Layers = new List <BaseLayer>();
TrainingLoss = new List <double>();
TrainingMetrics = new List <double>();
this.Optimizer = optimizer != null ? optimizer : throw new Exception("Need optimizer");
this.Cost = cost != null ? cost : throw new Exception("Need cost");
Metric = metric;
}
private void Configure(
string name,
BaseCost cost,
bool canBuy,
int availableTiles,
UnityAction clickAction
)
{
nameLabel.text = name;
costLabel.text = CostAsString(cost);
buyButton.GetComponent <BuyButton>().SetEnabled(canBuy && availableTiles > 0);
buyButton.onClick.RemoveAllListeners();
buyButton.onClick.AddListener(clickAction);
}
private string CostAsString(BaseCost buildCost)
{
return(string.Join(", ", buildCost.Resources.Select(r => $"{r.Amount} {r.Resource.Entity.Name}")));
}
public override string ToString()
{
return($"Subtotal: {BaseCost.ToString("F2")}\n" +
$"Taxa: {Tax.ToString("F2")}\n" +
$"TOTAL: {TotalCost.ToString("F2")}");
}
