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Version 0.11 of scipy is included in Sage. Based on its Sage-specific build file, in OS X I would try

sage -sh
unset CFLAGS CXXFLAGS SHAREDFLAGS
unset ATLAS BLAS LAPACK
export LDFLAGS="-bundle -undefined dynamic_lookup $LDFLAGS"
export FFLAGS="$FFLAGS -fPIC"
export FCFLAGS="$FCFLAGS -fPIC"
UMFPACK="None"; export UMFPACK
cd scipy/source/folder/on/the/Desktop
python setup.py install