def __init__(self,
string_input_words,
max_word_length_in_data,
initial_hmm=None,
alphabet_or_words="words"):
if not isinstance(string_input_words, list):
raise ValueError("should be list")
self.feature_table = get_feature_table()
self.max_word_length_in_data = max_word_length_in_data
if not initial_hmm:
feature_table = get_feature_table()
if alphabet_or_words == "alphabet":
alphabet = feature_table.get_alphabet()
self.hmm = HMM.create_hmm_alphabet(alphabet)
elif alphabet_or_words == "words":
self.hmm = HMM.create_hmm_from_list(string_input_words)
else:
self.hmm = initial_hmm
self.words = []
self._update_words()
