e7bfb58ab7795bca341cbd0a763f6ec200f6315e,deepctr/models/din.py,,get_input,#Any#Any#Any#,21

Before Change

def get_input(feature_dim_dict, seq_feature_list, seq_max_len):
    sparse_input = {feat.name: Input(shape=(1,), name="sparse_" + str(i) + "-" + feat.name) for i, feat in
                    enumerate(feature_dim_dict["sparse"])}

    user_behavior_input = {feat: Input(shape=(seq_max_len,), name="seq_" + str(i) + "-" + feat) for i, feat in
                           enumerate(seq_feature_list)}

After Change

def get_input(feature_dim_dict, seq_feature_list, seq_max_len):
    sparse_input,dense_input = create_singlefeat_dict(feature_dim_dict)
    user_behavior_input = OrderedDict()
    for i,feat in enumerate(seq_feature_list):
        user_behavior_input[feat] = Input(shape=(seq_max_len,), name="seq_" + str(i) + "-" + feat)

    user_behavior_length = Input(shape=(1,), name="seq_length")

    return sparse_input, dense_input, user_behavior_input, user_behavior_length

Instances