def __init__(self,
components,
alpha_0=None,
a_0=None,
b_0=None,
weights=None,
weights_obj=None):
assert len(components) > 0
assert (alpha_0 is not None) ^ (a_0 is not None and b_0 is not None) \
^ (weights_obj is not None)
self.components = components
if alpha_0 is not None:
self.weights = Categorical(alpha_0=alpha_0,
K=len(components),
weights=weights)
elif weights_obj is not None:
self.weights = weights_obj
else:
self.weights = CategoricalAndConcentration(a_0=a_0,
b_0=b_0,
K=len(components),
weights=weights)
self.labels_list = []
