def __init__(self, model, vocab=None):
if vocab == None:
self._shadow = Linear(len(model.weight))
else:
self._shadow = Linear(len(model.weight), vocab)
self.model = model
self._counter = 1.0
def __init__(self, vocab_words, vocab_tags, encoded=True):
self.vocab_words = vocab_words
self.vocab_tags = vocab_tags
self.most_frequent = {}
self.pre_sufix = {}
self.fallback = None
if encoded:
self.model = Linear(len(vocab_tags))
else:
self.model = Linear(len(vocab_tags), vocab_tags)
def __init__(self, vocab_words, vocab_tags):
self.vocab_words = vocab_words
self.vocab_tags = vocab_tags
self.model = Linear(len(vocab_tags))