void mexFunction(int nlhs, mxArray *plhs[],
int nrhs, const mxArray *prhs[]) {
double *i_oesgp_object;
i_oesgp_object = mxGetPr(prhs[0]);
VectorXd prediction;
VectorXd prediction_variance;
ObjectHandle<OESGP>* handle =
ObjectHandle<OESGP>::from_mex_handle(prhs[0]);
handle->get_object().predict(prediction, prediction_variance);
if (nlhs >= 1) {
plhs[0] = mxCreateDoubleMatrix(prediction.rows(), 1, mxREAL);
double *output = mxGetPr(plhs[0]);
for (unsigned int i=0; i<prediction.rows(); i++) {
output[i] = prediction[i];
}
}
if (nlhs >= 2) {
plhs[1] = mxCreateDoubleMatrix(prediction_variance.rows(), 1, mxREAL);
double *output = mxGetPr(plhs[1]);
for (unsigned int i=0; i<prediction_variance.rows(); i++) {
output[i] = prediction_variance[i];
}
}
}
void mexFunction(int nlhs, mxArray *plhs[],
int nrhs, const mxArray *prhs[]) {
double *i_oesgp_object;
char *i_filename;
int buflen = (mxGetM(prhs[1]) * mxGetN(prhs[1]));
i_oesgp_object = mxGetPr(prhs[0]);
i_filename = mxArrayToString(prhs[1]);
std::string filename(i_filename, buflen);
ObjectHandle<OESGP>* handle =
ObjectHandle<OESGP>::from_mex_handle(prhs[0]);
handle->get_object().save(filename);
mxFree(i_filename);
}
void mexFunction(int nlhs, mxArray *plhs[],
int nrhs, const mxArray *prhs[]) {
double *i_oesgp_object;
double *i_inputs;
i_oesgp_object = mxGetPr(prhs[0]);
i_inputs = mxGetPr(prhs[1]);
//assign the kernel parameters
unsigned int m = mxGetM(prhs[1]);
unsigned int n = mxGetN(prhs[1]);
unsigned int len = (m > n) ? m : n;
VectorXd inputs(len);
for (unsigned int i=0; i<len; i++) {
inputs[i] = i_inputs[i];
}
ObjectHandle<OESGP>* handle =
ObjectHandle<OESGP>::from_mex_handle(prhs[0]);
handle->get_object().update(inputs);
}
