@JannisErhard per the mailing list and the scipy docs, if you have liblapack-devel and libopenblas installed then you can run pip install scipy -Csetup-args=-Dblas=blas -Csetup-args=-Dlapack=lapack and scipy will link to openblas at runtime. By doing so I got it to compile at least...