def __init__(self,
input_size,
window_size,
stride,
activation=Tanh,
pooling=False):
self.window_size = window_size
self.stride = stride
Layer.__init__(self,
1, [input_size] * window_size,
activation=activation)
self.pooling = pooling
def __init__(self,
layer_size,
input_sizes,
init_function=np.random.randn,
alpha=0.1,
activation=None):
Layer.__init__(self,
layer_size,
input_sizes,
init_function=np.random.randn,
activation=Softmax,
alpha=0.1)
def __init__(self, name):
Layer.__init__(self, name)
self.seed_gui = SeedingGUI()
self.range_gui = RangeGUI()