For the same reasons any set of non trivial softwares is: flexibility and # options means many things can go wrong. Solutions like Enthought Canopy, superpack

For the same reasons any set of non trivial softwares is: flexibility and # options means many things can go wrong. Solutions like Enthought Canopy, superpack or Anaconda exist to solve that exact problem (disclaimer: I work for Enthought).