def main():
quantizer = AbstractQuantizer.read(open(sys.argv[1]))
corp = read_corpus(open(sys.argv[2]), separator="#")
normalize_corpus(corp)
probs = corp.values()
dist = compute_entropy(probs, quantizer)
print dist
def main(options):
if not options.automaton_file:
raise Exception("Automaton \"option\" (-a) is mandatory")
automaton = Automaton.create_from_dump(open(options.automaton_file))
if options.quantizer:
automaton.quantizer = AbstractQuantizer.read(open(options.quantizer))
automaton.round_and_normalize()
input_ = sys.stdin
if options.corpus:
input_ = open(options.corpus)
corpus = read_corpus(input_, options.separator)
corpus = normalize_corpus(corpus)
learner = Learner.create_from_options(automaton, corpus, options)
learner.main()
output = sys.stdout
if options.output:
output = open(options.output, "w")
learner.automaton.dump(output)
