def __init__(self, gain=1.0, seed=None):
self.gain = gain
self.seed = seed
self._random_generator = backend.RandomGenerator(seed)
def __init__(self, mean=0.0, stddev=0.05, seed=None):
self.mean = mean
self.stddev = stddev
self.seed = seed
self._random_generator = backend.RandomGenerator(seed)
def __init__(self, stddev, seed=None, **kwargs): super(GaussianNoise, self).__init__(**kwargs) self.supports_masking = True self.stddev = stddev self.seed = seed self._random_generator = backend.RandomGenerator(seed)
def __init__(self, minval=-0.05, maxval=0.05, seed=None):
self.minval = minval
self.maxval = maxval
self.seed = seed
self._random_generator = backend.RandomGenerator(seed)
def __init__(self, rate, seed=None, **kwargs): super(GaussianDropout, self).__init__(**kwargs) self.supports_masking = True self.rate = rate self.seed = seed self._random_generator = backend.RandomGenerator(seed)