//Make sure that there is only one in existance and don't destory it when moving scenes
void Awake()
{
if (instance != null && instance != this)
{
Destroy(this);
}
else
{
instance = this;
}
DontDestroyOnLoad(this.gameObject);
}
public Network(int[] sizes, IActivationFunction activationFunction, bool dropoutOn)
{
_random = new Random();
_matrixBuilder = Matrix <double> .Build;
_sizes = sizes;
_numLayers = sizes.Length;
InitializeBiases();
InitializeWeights();
_activationFunction = activationFunction;
_previousWeights = _weights.ConvertAll(w => w.Clone());
_builder = new TemporaryNetworkBuilder(new DropoutAdapter(),
_random, new DropoutListBuilderFactory().Create(dropoutOn,
_random));
_updater = new NetworkUpdater();
_dropoutOn = dropoutOn;
}
private void LateUpdate()
{
NetworkUpdater.Update();
}
