numpy and matplotlib are provided in Solus already, so it would be great if scipy was provided as well (very useful for numerical integration, optimization, etc.).
Obtaining Scipy
Building from Source
In the meantime, it seems to work fine if installed with pip.
I ( @aldoiljazi ), added some info
Name: SciPy
Homepage: https://www.scipy.org/scipylib/index.html
Is it Open Source: yes
Link to source tarball: https://github.com/scipy/scipy/archive/v0.18.0.tar.gz