def __init__(self, vocab_size, embed_size, init_range=1.0):
self.vocab_size = vocab_size
self.embed_size = embed_size
self.W = initalize((vocab_size, embed_size), init_range)
self.dW = np.zeros(self.W.shape)
self.params = [('W', self.W, self.dW)]
def __init__(self, input_size, output_size, init_range=1.0):
self.input_size = input_size
self.output_size = output_size
self.W = initalize((output_size, input_size), init_range)
self.dW = np.zeros((output_size, input_size))
self.params = [('W', self.W, self.dW)]
def __init__(self, vocab_size, embed_size, init_range=1.0):
self.vocab_size = vocab_size
self.embed_size = embed_size
self.W = initalize((vocab_size, embed_size), init_range)
self.dW = np.zeros(self.W.shape)
self.params = [
('W', self.W, self.dW)
]
def __init__(self, input_size, output_size, init_range=1.0):
self.input_size = input_size
self.output_size = output_size
self.W = initalize((output_size, input_size), init_range)
self.dW = np.zeros((output_size, input_size))
self.params = [
('W', self.W, self.dW)
]
def init(x,y):
return initalize((x,y), init_range)
def init(x, y):
return initalize((x, y), init_range)