def setup_module (): global weights_nb global alltags global allwords counters = most_common.get_tags(TRAIN_FILE) for counts in counters.values(): allwords.update(set(counts.keys())) class_counts = most_common.get_class_counts(counters) weights_nb = naivebayes.learnNBWeights(counters,class_counts,allwords) alltags = preproc.getAllTags(TRAIN_FILE)
def setup_module(): global weights_nb global alltags global allwords counters = most_common.get_tags(TRAIN_FILE) for counts in counters.values(): allwords.update(set(counts.keys())) class_counts = most_common.get_class_counts(counters) weights_nb = naivebayes.learnNBWeights(counters, class_counts, allwords) alltags = preproc.getAllTags(TRAIN_FILE)
def setup_module (): global alltags global sent global tr_all start_tag = constants.START_TAG trans = constants.TRANS end_tag = constants.END_TAG emit = constants.EMIT alltags = preproc.getAllTags(TRAIN_FILE) tr_all = preproc.getAllData(TRAIN_FILE) sent = 'they can can fish'.split()
def setup_module(): global alltags global sent global tr_all start_tag = constants.START_TAG trans = constants.TRANS end_tag = constants.END_TAG emit = constants.EMIT alltags = preproc.getAllTags(TRAIN_FILE) tr_all = preproc.getAllData(TRAIN_FILE) sent = 'they can can fish'.split()
def setup_module (): global defined_weights global alltags global hmm_weights start_tag = constants.START_TAG trans = constants.TRANS end_tag = constants.END_TAG emit = constants.EMIT hmm_weights = viterbi.get_HMM_weights(TRAIN_FILE) defined_weights = {('N','they',emit):-1,('N','can',emit):-3,('N','fish',emit):-3,\ ('V','they',emit):-10,('V','can',emit):-2,('V','fish',emit):-3,\ ('N','N',trans):-5,('V','N',trans):-2,(end_tag,'N',trans):-3,\ ('N','V',trans):-1,('V','V',trans):-4,(end_tag,'V',trans):-3,\ ('N',start_tag,trans):-1,('V',start_tag,trans):-1} alltags = preproc.getAllTags(TRAIN_FILE)
def setup_module(): global defined_weights global alltags global hmm_weights start_tag = constants.START_TAG trans = constants.TRANS end_tag = constants.END_TAG emit = constants.EMIT hmm_weights = viterbi.get_HMM_weights(TRAIN_FILE) defined_weights = {('N','they',emit):-1,('N','can',emit):-3,('N','fish',emit):-3,\ ('V','they',emit):-10,('V','can',emit):-2,('V','fish',emit):-3,\ ('N','N',trans):-5,('V','N',trans):-2,(end_tag,'N',trans):-3,\ ('N','V',trans):-1,('V','V',trans):-4,(end_tag,'V',trans):-3,\ ('N',start_tag,trans):-1,('V',start_tag,trans):-1} alltags = preproc.getAllTags(TRAIN_FILE)