void VarRTM::Load(StrC &net_path, StrC &cor_path, int times) {
ReadData(net_path, &net, &held_out_net_);
cor.LoadData(cor_path);
SpMat all_network;
ReadData(net_path, &all_network);
TripleVec vec;
for (int d = 0;d < all_network.cols(); d++) {
SInt observed;
for (SpMatInIt it(all_network, d); it; ++it) {
int row = it.row();
observed.insert(row);
}
int observed_size = observed.size();
for (int i = 0;i < observed_size * times; ++i) {
int k = Random(all_network.rows());
if(observed.find(k) == observed.end()) {
vec.push_back(Triple(k, d, -1));
observed.insert(k);
}
}
}
for (int d = 0;d < held_out_net_.cols(); d++) {
for (SpMatInIt it(held_out_net_, d); it; ++it) {
vec.push_back(Triple(it.row(), d, 1));
}
}
held_out_net_.setFromTriplets(vec.begin(), vec.end());
LOG(INFO) << cor_path;
LOG(INFO) << cor.Len();
LOG(INFO) << net.size();
LOG(INFO) << held_out_net_.size();
}