Boosting numpy: Why BLAS Matters

I recently noticed that the same code on the same machine had vastly different run times in different virtual environments. This looked a little suspicious to me. Digging deeper, I realized that the reason for this was that numpy was linked against different BLAS libraries in different virtual environments, which ...