rbm.py 文件源码

def get_h_given_x_layer(self, as_initial_layer=False):
        """
        Generates a new Dense Layer that computes mean of Bernoulli distribution p(h|x), ie. p(h=1|x).
        """
        if  as_initial_layer:
            layer = Dense(input_dim=self.input_dim, output_dim=self.hidden_dim, activation="relu", weights=[self.W.get_value(), self.bh.get_value()])
        else:
            layer = Dense(output_dim=self.hidden_dim, activation="relu", weights=[self.W.get_value(), self.bh.get_value()])
        return layer