public static NeuralNetwork Of(NeuralNetworkDto dto, int inputsAmount, int[] hiddenNeuronCount, int outputsAmount, Func <double, double>[] functions)
{
var neuralNetwork = new NeuralNetwork(inputsAmount, outputsAmount, functions)
{
Weights = dto.GetWeight(), Biases = dto.GetBiases()
};
neuralNetwork.InitializeHiddenLayers(hiddenNeuronCount);
return(neuralNetwork);
}
public static void SerializeNeuralNetwork(NeuralNetwork neuralNetwork, double fitness)
{
if (!Directory.Exists("logs"))
{
Directory.CreateDirectory("logs");
}
var path = GenerateNeuralNetworkFileName(fitness);
using (var file = File.CreateText(path))
{
var dto = new NeuralNetworkDto(neuralNetwork);
Serializer.Serialize(file, dto);
}
}
