I agree with this for pure Python libraries. However, as soon as you get into things that bind to C libraries (Numpy, GDAL, etc.) it quickly becomes much easier

I agree with this for pure Python libraries. However, as soon as you get into things that bind to C libraries (Numpy, GDAL, etc.) it quickly becomes much easier to use the package from your distro.