I am mostly working on the Ubuntu built of the Robotics Library.
The robotics library is open source software in robotics (mathematics, kinematics, dynamics, hardware abstraction, visualization, collision detection, motion planning, ...).
http://www.roboticslibrary.org

For installation instructions, see
http://www.roboticslibrary.org/tutorials/install-ubuntu