Exemplo n.º 1
0
    double sPredModule::solveCoef(double wrss) {
	Rcpp::NumericMatrix
	    cc = d_fac.solve(CHOLMOD_L, d_fac.solve(CHOLMOD_P, d_Vtr));
	double ans = sqrt(inner_product(cc.begin(), cc.end(),
					cc.begin(), double())/wrss);
	Rcpp::NumericMatrix
	    bb = d_fac.solve(CHOLMOD_Pt, d_fac.solve(CHOLMOD_Lt, cc));
	copy(bb.begin(), bb.end(), d_coef.begin());
	return ans;
    }
Exemplo n.º 2
0
void eigs_sym_shift_c(
    mat_op op, int n, int k, double sigma,
    const spectra_opts *opts, void *data,
    int *nconv, int *niter, int *nops,
    double *evals, double *evecs, int *info
)
{
    BEGIN_RCPP

    CRealShift cmat_op(op, n, data);
    Rcpp::List res;
    try {
        res = run_eigs_shift_sym((RealShift*) &cmat_op, n, k, opts->ncv, opts->rule,
                                 sigma, opts->maxitr, opts->tol, opts->retvec != 0);
        *info = 0;
    } catch(...) {
        *info = 1;  // indicates error
    }

    *nconv = Rcpp::as<int>(res["nconv"]);
    *niter = Rcpp::as<int>(res["niter"]);
    *nops  = Rcpp::as<int>(res["nops"]);
    Rcpp::NumericVector val = res["values"];
    std::copy(val.begin(), val.end(), evals);
    if(opts->retvec != 0)
    {
        Rcpp::NumericMatrix vec = res["vectors"];
        std::copy(vec.begin(), vec.end(), evecs);
    }

    VOID_END_RCPP
}
Exemplo n.º 3
0
RcppExport SEXP rthxpos(SEXP m) 
{
   Rcpp::NumericMatrix tmpm = Rcpp::NumericMatrix(m);
   int nr = tmpm.nrow();
   int nc = tmpm.ncol();
   thrust::device_vector<double> dmat(tmpm.begin(),tmpm.end());
   // make space for the transpose
   thrust::device_vector<double> dxp(nr*nc);
   // iterator to march through the matrix elements
   thrust::counting_iterator<int> seqb(0);
   thrust::counting_iterator<int> seqe = seqb + nr*nc;
   // for each i in seq, copy the matrix elt to its spot in the
   // transpose
   thrust::for_each(seqb,seqe,
      copyelt2xp(dmat.begin(),dxp.begin(),nr,nc));
   // prepare the R output, and return it
   Rcpp::NumericVector routmat(nc*nr);
   thrust::copy(dxp.begin(),dxp.end(),routmat.begin());
   return routmat;
}