Rubik is available in Ubuntu Software Center, not just one but two and they are : gnubik and kubrick. Kubrick has better appearance and features, but gnubik has rotatable 3D cube.
If solving rubik frustrates you, you may want to read this rubik howto.

Kubrick

gnubik

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