def __init__(self, grammar, hypotheses, H=None, C=None, L=None, R=None, **kwargs):
GrammarHypothesis.__init__(self, grammar, hypotheses, **kwargs)
if H is None:
self.init_H()
else:
self.H = H
if H is None:
self.init_C()
else:
self.C = C
self.L = L if L else {}
self.R = R if R else {}
def run():
"""Run demo"""
'''Generate number game hypotheses'''
#hypotheses = save_hypotheses(prior_sampler)
hypotheses = load_hypotheses()
print_top_hypotheses(hypotheses)
'''What grammar probabilities will best model our human data?'''
grammar_h0 = GrammarHypothesis(grammar, hypotheses, proposal_step=.1, proposal_n=1)
'''print distribution over power rule: [prior, likelihood, posterior]'''
vals, posteriors = grammar_h0.rule_distribution(data, 'ipowf_', np.arange(0.1, 5., 0.1))
print_dist(vals, posteriors)
#visualize_dist(vals, posteriors, 'union_')
'''grammar hypothesis inference'''
def __init__(self, value=None):
self.concept2hypotheses = concept2hypotheses
GrammarHypothesis.__init__(self, grammar, [], value=value)