"GNU Octave is a high-level language, primarily intended for numerical computations. It provides a convenient command line interface for solving linear and nonlinear problems numerically, and for performing other numerical experiments using a language that is mostly compatible with Matlab."
For those of you looking for an alternative program that should be mostly compatible with MATLAB, check out Octave by visiting www.gnu.org/software/octave/