def __init__(self):
self.statesbook = CodeBook([])
self.vocabularybook = CodeBook([])
self.initial_probabilities = []
self.transition_probabilities = []
self.emission_probabilities = []
self.states = ()
self.final_transition_probabilities = []
self.vocabulary = []
def __init__(self, model={}):
super(HMM, self).__init__(model)
self.states = ()
self.initial_prob = numpy.array([])
self.emission_prob = numpy.array([])
self.transition_prob = numpy.array([])
self.forward = numpy.array([])
self.viterbi = numpy.array([])
self.path = numpy.array([])
self.transit_record = {}
self.tagnum = {} # tagnum does not count the last tag
self.tagnumall = {}
self.tagword = {}
self.firsttag = {}
self.labeldic = CodeBook('')
self.datadic = CodeBook('')
self.hmmdic = {}
self.hmmdic2 = {}
