we explicitly need scipy now

requirements.txt

 six==1.*
 deprecation==1.*
 numpy==1.*
+scipy>=0.18,<1
 nibabel==2.*
 indexed_gzip>=0.6.1,<1
 wxPython>=3.0.2.0,<4.1