Yeah, it's meant for controllers, but if you must the controls on the keyboard are the arrows, space to jump, enter to fire and q and e to dash.
Ended up just switching to controller, and the controls there feel pretty good :) (Wonky jetpacks aside ;P). Now I wanna go play some Megaman X XD
