def func_inference(crosscat):
n_step = 1000 if integration else 1
synthesizer = GibbsCrossCat(crosscat)
synthesizer.transition_structure_cpp(N=n_step)
synthesizer.transition_hypers_distributions()
synthesizer.transition_hypers_row_divide()
return synthesizer
def func_inference(crosscat):
synthesizer = GibbsCrossCat(crosscat)
n_step = 500 if integration else 1
for _step in xrange(n_step):
synthesizer.transition_row_assignments()
synthesizer.transition_hypers_distributions()
synthesizer.transition_hypers_row_divide()
return synthesizer