GNU Octave is a high-level interpreted language, primarily intended for numerical computations. (http://www.gnu.org/software/octave/)

Here’s tutorial from Andrew Ng. He mentions that Octave is great prototyping language for implementing algorithm, and that Octave is superior to NumPy as Python is clunkier than Octave for ML programming purpose.