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1. Download numpy-1.8.1.tar.gz 
2. Extract numpy-1.8.1.tar.gz
3. Change directory to numpy-1.8.1
4. python setup.py build --fcompiler=gnu95  (for gfortran.)
   It seems the rhel4s have blas and lapack linked against g77, while rhel5 uses & rhel6 use gfortran
5. python setup.py install
6. Run the test routine by starting up python and doing:
   import numpy
   numpy.test()
7. Leave and erase the current directory (numpy-1.8.1)

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