public double[] DGlobalContext(double[] dvalues)
{
double[] result = new double[LocationOutputs.Count()];
for (int i = 0; i < result.Count(); i++)
{
for (int j = 0; j < Stonk.MktSize; j++)
{
if (LocationOutputs[i].Any())
{
result[i] += dvalues[j] * LocationOutputs[i].Last()[j];
}
}
}
return(result);
}
public double[] Multiply()
{
if (LocationOutputs.Count() == LocalContextOutputs.Count())
{
double[] output = new double[LocationOutputs.Last().Last().Count()];
double[] ctxt = new double[LocalContextOutputs.Count()];
Parallel.For(0, ctxt.Count(), j => ctxt[j] = LocalContextOutputs[j].Last().First());
this.GlobalOutputs = Activations.SoftMax(ctxt);
Parallel.For(0, LocationOutputs.Count(), j =>
{
for (int i = 0; i < output.Count(); i++)
{
output[i] = LocationOutputs[j].Last()[i] * GlobalOutputs[j];
}
});
return(output);
}
return(null);
}