The only painful bit is that they don't yet support the nvidia drivers, I'm doing rnn under the linux subsystem and it works great except I'm hurting for gpu access. If you plan on using windows subsystem for linux for machine learning don't bother spending money on a GPU https://wpdev.uservoice.com/forums/266908-command-prompt-con...