Pipenv is definitely a game changer. Soon enough the Anaconda distribution wouldn't be necessary to get the SciPy stack installed on Windows[1], pipenv would just work™. This would enable sharing of Jupyter Notebooks backed by deterministic environments that work even on Windows, which is awesome :) [1] -- http://abhirag.in/articles/pipenv_win.html