Use arrow keys to translate.
Use ⇧+↑ (Shift + arrow-up) to rotate counterclockwise.
Use ⇧+↓ (Shift + arrow-down) to rotate clockwise.

Inspired by Tom MacWright's gist and Keith Cirkel's jwerty