basic.py 文件源码

def __init__(self, n_in, n_out, activation=tanh,
            clip_gradients=False, init_zero=False):

        self.n_in = n_in
        self.n_out = n_out
        self.activation = activation
        self.clip_gradients = clip_gradients

        #self.in_gate = RecurrentLayer(n_in, n_out, sigmoid, clip_gradients, init_zero)
        #self.forget_gate = RecurrentLayer(n_in, n_out, sigmoid, clip_gradients, init_zero)
        #self.out_gate = RecurrentLayer(n_in, n_out, sigmoid, clip_gradients, init_zero)
        self.in_gate = RecurrentLayer(n_in+n_out, n_out, sigmoid, clip_gradients, init_zero)
        self.out_gate = RecurrentLayer(n_in+n_out, n_out, sigmoid, clip_gradients, init_zero)
        self.input_layer = RecurrentLayer(n_in, n_out, activation, clip_gradients, init_zero)


        self.internal_layers = [ self.input_layer, self.in_gate,
                                 self.out_gate]#,  self.forget_gate]