This code is a modification of the code provided 
by the authors of the GIANT paper at 
https://github.com/wangshusen/GIANT-Python-Code.

I have modified the code slightly to run for our
dataset. 

To get the relative losses for GIANT for 
different values of q, s (see their paper)
simple change the demo.py file. The variables
are named similar to the discussion in their
paper.