def from_dict(cls, d, unk):
assert unk in d
vocab = Vocab(unk)
vocab.update(d)
vecs = []
for i in range(len(vocab)):
word = vocab.index2word(i)
vec = d[word]
vecs.append(vec)
array = np.array(vecs)
return cls(array, vocab)
def from_dict(cls, d, unk):
assert unk in d
vocab = Vocab(unk)
vocab.update(d)
vecs = []
for i in range(len(vocab)):
word = vocab.index2word(i)
vec = d[word]
vecs.append(vec)
array = np.array(vecs)
return cls(array, vocab)
def from_files(cls, array_file, vocab_file):
"""Load the embedding matrix and the vocab from files.
:param (file) array_file: file to read array from
:param (file) vocab_file: file to read vocab from
:return (Embeddings): an Embeddings object
"""
logging.info('Loading array...')
array = np.load(array_file)
logging.info('Loading vocab...')
vocab = Vocab.from_file(vocab_file)
return cls(array, vocab)
def from_files(cls, array_file, vocab_file):
"""Load the embedding matrix and the vocab from files.
:param (file) array_file: file to read array from
:param (file) vocab_file: file to read vocab from
:return (Embeddings): an Embeddings object
"""
logging.info('Loading array...')
array = np.load(array_file)
logging.info('Loading vocab...')
vocab = Vocab.from_file(vocab_file)
return cls(array, vocab)
def embeddings():
v = Vocab('unk')
v.update('what a show'.split())
array = np.reshape(np.arange(12), (4, 3))
return Embeddings(array, v)
def embeddings():
v = Vocab('unk')
v.update('what a show'.split())
array = np.reshape(np.arange(12), (4, 3))
return Embeddings(array, v)
