http://maxima.sourceforge.net/
Maxima is a computer algebra system, similar to Mathematica. It can do symbolic and numerical manipulations. It can also do two and three dimensional plots.
There is a cross platform GUI for the maxima based on wxWidgets called wxMaxima. See:
http://wxmaxima.sourceforge.net/wiki/index.php/Main_Page
