private static NetworkBase <double> Rand(NetworkBase <double> network, RandomizerOptions options = null)
{
if (options == null)
{
options = new RandomizerOptions(-1, 1);
}
foreach (var layer in network.Layers)
{
foreach (var neuron in layer.Neurons)
{
var count = neuron.GetCount();
var weights = new double[count];
for (int i = 0; i < count; i++)
{
weights[i] = options.Uniform.NextDouble();
}
neuron.SetWeights(weights);
}
}
return(network);
}
public static NetworkBase <double> Randomize(this NetworkBase <double> network, RandomizerOptions options = null)
{
return(Rand(network, options));
}