Just for reference, I've been doing this for a few months now. I'm not sure what's changed, but you'll need ubuntu 16 (you can uninstall 14 and reinstall WSL to get it) in WSL to do it.
HTH
EDIT: Actually, since I am doing that as well, I just tested it. And yes, it all works!