glove.py 文件源码

def init_params(options):
    params = OrderedDict()

    inputSize = options['inputSize']
    dimensionSize = options['dimensionSize']

    rng = np.random.RandomState(1234)
    params['w'] = np.asarray(rng.uniform(low=-0.1, high=0.1, size=(inputSize, dimensionSize)), dtype=theano.config.floatX)
    rng = np.random.RandomState(12345)
    params['w_tilde'] = np.asarray(rng.uniform(low=-0.1, high=0.1, size=(inputSize, dimensionSize)), dtype=theano.config.floatX)

    params['b'] = np.zeros(inputSize).astype(theano.config.floatX)
    params['b_tilde'] = np.zeros(inputSize).astype(theano.config.floatX)

    return params