public double[] Forward(List <Comparison> vals, StonkContext ctxt, StonkMem sm)
{
Parallel.For(0, vals.Count(), j =>
{
sm.LocationOutputs[j].Add(vals[j].Values.Duplicate());
for (int i = 0; i < Network.Layers.Count(); i++)
{
sm.LocationOutputs[j].Add(Network.Layers[i].Output(sm.LocationOutputs[j].Last()));
}
ctxt.Contextualize(vals[j], j, sm);
});
return(sm.Multiply());
}
public double[] Forward(List <Comparison> vals, StonkContext context)
{
double[] ctxt = new double[vals.Count()];
double[,] loc = new double[vals.Count(), MktSize];
Parallel.For(0, vals.Count(), j =>
{
double[] a = vals[j].Values.Duplicate();
for (int i = 0; i < Network.Layers.Count(); i++)
{
a = Network.Layers[i].Output(a);
}
loc.SetRank(a, j);
ctxt[j] = context.Contextualize(vals[j]);
});
return(loc.Multiply(Activations.SoftMax(ctxt)));
}
