neuro.py 文件源码

def __init__(self, quadratic_filters=2, init='glorot_uniform', weights=None,
                 W_quad_regularizer=None, W_lin_regularizer=None, activity_regularizer=None,
                 W_quad_constraint=None, W_lin_constraint=None,
                 bias=True, input_dim=None, **kwargs):
        self.init = initializations.get(init)
        self.quadratic_filters = quadratic_filters
        self.input_dim = input_dim

        self.W_quad_regularizer = regularizers.get(W_quad_regularizer)
        self.W_lin_regularizer = regularizers.get(W_lin_regularizer)
        self.activity_regularizer = regularizers.get(activity_regularizer)

        self.W_quad_constraint = constraints.get(W_quad_constraint)
        self.W_lin_constraint = constraints.get(W_lin_constraint)

        self.initial_weights = weights
        self.input_spec = [InputSpec(ndim=5)]

        if self.input_dim:
            kwargs['input_shape'] = (self.input_dim,)
        super(GQM_4D, self).__init__(**kwargs)