static void mlpackMain()
{
RequireAtLeastOnePassed({ "output" }, false, "no results will be saved");
// Get the GMM and the points.
GMM* gmm = CLI::GetParam<GMM*>("input_model");
arma::mat dataset = std::move(CLI::GetParam<arma::mat>("input"));
// Now calculate the probabilities.
arma::rowvec probabilities(dataset.n_cols);
for (size_t i = 0; i < dataset.n_cols; ++i)
probabilities[i] = gmm->Probability(dataset.unsafe_col(i));
// And save the result.
CLI::GetParam<arma::mat>("output") = std::move(probabilities);
}
int main(int argc, char** argv)
{
CLI::ParseCommandLine(argc, argv);
// Get the GMM and the points.
GMM gmm;
data::Load(CLI::GetParam<string>("input_model_file"), "gmm", gmm);
arma::mat dataset;
data::Load(CLI::GetParam<string>("input_file"), dataset);
// Now calculate the probabilities.
arma::rowvec probabilities(dataset.n_cols);
for (size_t i = 0; i < dataset.n_cols; ++i)
probabilities[i] = gmm.Probability(dataset.unsafe_col(i));
// And save the result.
data::Save(CLI::GetParam<string>("output_file"), probabilities);
}