The python scripts in this folder is for comparison of different online learning algorithms, as well as the comparison with VW and LIBLINEAR.
For example, to compare on the a1a dataset, you can simpy run:
python experiment.py a1a ../data/a1a ../data/a1a.t
The algorithms to be compared are defined in "a1a.py". By default, we include the comparison with VW and LIBLINEAR. You should have both packages properly installed in your system. If NOT, you can simply remove the configuration for VW and LIBLINEAR from the configuration scripts.