How to perform regularization on CIN layer? about deepctr HOT 2 CLOSED

@jinj200200 I will add the reg parameter in CIN in next version.

now you can modify the source code of CIN in deepctr.layers.interaction
in line 299

            self.filters.append(self.add_weight(name='filter' + str(i),
                                                shape=[1, self.field_nums[-1]* self.field_nums[0], size],
                                                dtype=tf.float32, 
                                                 initializer=glorot_uniform(seed=self.seed + i), 
                                                regularizer=l2(l2_reg_w)))

from deepctr.

@jinj200200 I will add the reg parameter in CIN in next version.

now you can modify the source code of CIN in deepctr.layers.interaction
in line 299

            self.filters.append(self.add_weight(name='filter' + str(i),
                                                shape=[1, self.field_nums[-1]* self.field_nums[0], size],
                                                dtype=tf.float32, 
                                                 initializer=glorot_uniform(seed=self.seed + i), 
                                                regularizer=l2(l2_reg_w)))

Thank,that helps a lot.

from deepctr.