def __init__(self,
feature_factory_configs=None,
tagging_scheme=None,
crf_args=None,
exhaustive_permutations_threshold=4**3,
data_augmentation_config=None,
random_seed=None):
if tagging_scheme is None:
from snips_nlu.slot_filler.crf_utils import TaggingScheme
tagging_scheme = TaggingScheme.BIO
if feature_factory_configs is None:
feature_factory_configs = default_features_factories()
if crf_args is None:
crf_args = _default_crf_args()
if data_augmentation_config is None:
data_augmentation_config = SlotFillerDataAugmentationConfig()
self.feature_factory_configs = feature_factory_configs
self._tagging_scheme = None
self.tagging_scheme = tagging_scheme
self.crf_args = crf_args
self.exhaustive_permutations_threshold = \
exhaustive_permutations_threshold
self._data_augmentation_config = None
self.data_augmentation_config = data_augmentation_config
self.random_seed = random_seed
def __init__(self, feature_factory_configs=None,
tagging_scheme=None, crf_args=None,
data_augmentation_config=None):
if tagging_scheme is None:
from snips_nlu.slot_filler.crf_utils import TaggingScheme
tagging_scheme = TaggingScheme.BIO
if feature_factory_configs is None:
feature_factory_configs = default_features_factories()
if crf_args is None:
crf_args = _default_crf_args()
if data_augmentation_config is None:
data_augmentation_config = SlotFillerDataAugmentationConfig()
self.feature_factory_configs = feature_factory_configs
self._tagging_scheme = None
self.tagging_scheme = tagging_scheme
self.crf_args = crf_args
self._data_augmentation_config = None
self.data_augmentation_config = data_augmentation_config
def __init__(self, feature_factory_configs=None,
tagging_scheme=None, crf_args=None,
data_augmentation_config=None, random_seed=None):
if tagging_scheme is None:
from snips_nlu.slot_filler.crf_utils import TaggingScheme
tagging_scheme = TaggingScheme.BIO
if feature_factory_configs is None:
feature_factory_configs = default_features_factories()
if crf_args is None:
crf_args = _default_crf_args()
if data_augmentation_config is None:
data_augmentation_config = SlotFillerDataAugmentationConfig()
self.feature_factory_configs = feature_factory_configs
self._tagging_scheme = None
self.tagging_scheme = tagging_scheme
self.crf_args = crf_args
self._data_augmentation_config = None
self.data_augmentation_config = data_augmentation_config
self.random_seed = random_seed