public LayerViewModel()
{
// this.Network = new Network(new IdentityLayer(5), new DenseLayer(5, 2, new IdentityActivation(), new CrossEntropy()));
this.Layer = new DenseLayer(4, 3, Activations.First(), LossFunctions.First());
this.Layer.Initialize();
this.Input = (new double[this.Layer.NbInput]).Select(x => rnd.NextDouble()).ToArray();
this.ExpectedOutput = Utils.OneHot(this.Layer.NbOutput, rnd.Next(0, this.Layer.NbOutput - 1));
this.Weights = this.Layer.Weights.ToDataTable();
this.errors = new double[this.Layer.NbOutput];
this.Calculate();
this.targetError = 0.01;
this.learnRate = 0.01;
}
