Before revision:  We demonstrate further improvements using high performance computing concepts over native NumPy eigenvector implementation which uses LAPACK and BLAS.
After revision:  We demonstrate further improvements using high-performance computing concepts over native NumPy eigenvector implementation which uses LAPACK and BLAS.