public void Generate()
{
var m = Rows(dx);
var n = Cols(dx);
var idx = 0;
for (var i = 0; i < m; i++)
{
if (Math.Abs(alpha[i]) > 0)
{
idx++;
}
}
ManagedOps.Free(ModelX, ModelY, Alpha, W, KernelParam);
ModelX = new ManagedArray(Cols(dx), idx);
ModelY = new ManagedArray(1, idx);
Alpha = new ManagedArray(1, idx);
KernelParam = new ManagedArray(kparam);
var ii = 0;
for (var i = 0; i < m; i++)
{
if (Math.Abs(alpha[i]) > 0)
{
for (int j = 0; j < n; j++)
{
ModelX[j, ii] = dx[j, i];
}
ModelY[ii] = dy[i];
Alpha[ii] = alpha[i];
ii++;
}
}
B = b;
Passes = Iterations;
ManagedOps.Copy2D(KernelParam, kparam, 0, 0);
Type = ktype;
var axy = ManagedMatrix.BSXMUL(alpha, dy);
var tay = ManagedMatrix.Transpose(axy);
var txx = ManagedMatrix.Multiply(tay, dx);
W = ManagedMatrix.Transpose(txx);
Trained = true;
ManagedOps.Free(dx, dy, K, kparam, E, alpha, axy, tay, txx);
}
