def __init__(self, distribution, num_components, num_sample_discard=1000,
num_samples_gmm=1000, num_samples_when_to_switch=40000, num_runs_em=1):
StandardMetropolis.__init__(self, distribution)
self.num_components = num_components
self.num_sample_discard = num_sample_discard
self.num_samples_gmm = num_samples_gmm
self.num_samples_when_to_switch = num_samples_when_to_switch
self.num_runs_em = num_runs_em
# start with empty proposal, is changed to something in adapt method
self.proposal = None
def __init__(self,
distribution,
num_components,
num_sample_discard=1000,
num_samples_gmm=1000,
num_samples_when_to_switch=40000,
num_runs_em=1):
StandardMetropolis.__init__(self, distribution)
self.num_components = num_components
self.num_sample_discard = num_sample_discard
self.num_samples_gmm = num_samples_gmm
self.num_samples_when_to_switch = num_samples_when_to_switch
self.num_runs_em = num_runs_em
# start with empty proposal, is changed to something in adapt method
self.proposal = None
