As a shortcut, parameters to the clustering algorithms may be specified on the command-line via a --parameter=value syntax. This is not officially supported behavior and may be removed at any time. A use of this may be if one just want to try a different k value and distance metric. i.e.
ClusterAlgorithmFoo.py foo.params foo.in foo.out --k=10 --distance_metric=correlation