public ClonePool(T reference, Func <T, T> construct, IInitializer <T> initializer)
{
this.reference = reference;
this.construct = construct;
initialization = initializer.Cache(reference);
}
public Dense(int units, IActivation activation, bool useBias = true, IInitialization weightInitializer = null, IInitialization biasInitializer = null)
{
LayerSize = units;
_activation = activation;
_weightInitializer = weightInitializer ?? Initializations.Zero();
_biasInitializer = biasInitializer ?? Initializations.Zero();
_useBias = useBias;
}
public GameLogic(IInitialization initialization, IClock clock)
{
this.initialization = initialization;
this.clock = clock;
}
public PSO()
{
IterationStrategy = new SynchronousIteration();
Initialization = new StandardInitialization();
}
public DenseLayer(int numNeurons, int numNeuronsNext, IActivationFunc activationFunc, IInitialization initialization)
{
weights = new Weights(numNeurons, numNeuronsNext, initialization);
bias = new Bias(numNeuronsNext);
gradWeights = new Weights(numNeurons, numNeuronsNext, initialization);
gradBias = new Bias(numNeuronsNext);
this.activationFunc = activationFunc;
}
public Weights(int numNeurons, int numNeuronsNext, IInitialization initialization)
{
vals = DenseMatrix.Create(numNeurons, numNeuronsNext, new Func <int, int, float>((r, c) => initialization.Initialize(numNeurons, numNeuronsNext)));
}
