mnist_pixelvae_evaluate.py 文件源码

def binarize(images):
    """
    Stochastically binarize values in [0, 1] by treating them as p-values of
    a Bernoulli distribution.
    """
    return (
        np.random.uniform(size=images.shape) < images
    ).astype(theano.config.floatX)