My system is Archlinux.
My project will use NumPy, and my project is in a virtual environment created by virtualenv.
As it is difficult to install NumPy by pip, I install it by Pacman:
sudo pacman -S python-scikit-learn
You can create the virtualenv with the
--system-site-packages switch to use system-wide packages in addition to the ones installed in the stdlib.