/// <inheritdoc />
public ISelector <TTrainer> Keep(params TrainerComponent[] components)
{
TTrainer trainer = CreateTrainer(Result.Name);
// TODO also check by id flags, maybe write extension method for dictionary that also checks for selector component ids
if (components.ContainsFlag(TrainerComponent.DataIterators))
{
trainer.TrainingDataIterator = Result.TrainingDataIterator;
foreach (var namedIterator in Result.AdditionalNameDataIterators)
{
trainer.AddNamedDataIterator(namedIterator.Key, namedIterator.Value);
}
}
if (components.ContainsFlag(TrainerComponent.DataProvider))
{
trainer.DataProvider = Result.DataProvider;
}
if (components.ContainsFlag(TrainerComponent.Hooks))
{
foreach (IHook hook in Result.LocalHooks)
{
trainer.AddLocalHook(hook);
}
foreach (IHook hook in Result.GlobalHooks)
{
trainer.AddGlobalHook(hook);
}
}
if (components.ContainsFlag(TrainerComponent.Initialisers))
{
foreach (var identifierInitialiser in Result.Initialisers)
{
trainer.AddInitialiser(identifierInitialiser.Key, identifierInitialiser.Value);
}
}
if (components.ContainsFlag(TrainerComponent.ValueModifiers))
{
foreach (var identifierModifiers in Result.ValueModifiers)
{
foreach (IValueModifier modifier in identifierModifiers.Value)
{
trainer.AddValueModifier(identifierModifiers.Key, modifier);
}
}
}
if (components.ContainsFlag(TrainerComponent.Optimiser))
{
trainer.Optimiser = Result.Optimiser;
}
var networkComponent = TrainerComponent.Network();
if (components.ContainsFlag(networkComponent))
{
trainer.Network = Result.Network.Select().Keep((NetworkComponent[])components.First(c => networkComponent.Equals(c)).SubComponents).Result;
}
var operatorComponent = TrainerComponent.Operator();
if (components.ContainsFlag(operatorComponent))
{
trainer.Operator = Result.Operator.Select().Keep((OperatorComponent[])components.First(c => operatorComponent.Equals(c)).SubComponents).Result;
}
return(CreateSelector(trainer));
}
/// <inheritdoc />
public ISelector <TTrainer> Uninitialised()
{
return(Keep(TrainerComponent.DataIterators, TrainerComponent.DataProvider, TrainerComponent.Hooks, TrainerComponent.Initialisers,
TrainerComponent.Network(NetworkComponent.Architecture), TrainerComponent.Optimiser, TrainerComponent.ValueModifiers, TrainerComponent.Operator(OperatorComponent.None)));
}