[gh02t]

NumPy can work without libraries like BLAS or LAPACK, but it will be sloooooooooow. There are C versions of those libraries however, maybe they are using those?

[mdboom]

Yes. It uses the C implementations of BLAS and LAPACK that ship in the Numpy source tree.