This is a minor issue but scipy can be a hard to install and listing it as a package dependency, while it seems to be used only in a notebook, can make this package a bit hard to install in some system. Maybe consider moving it to a test/doc/dev dependency file?

Kudos @CJ-Wright who found this with his new dependency audit tool in conda-forge.