d97e9cd0c30980647f31c1003d6367e6a41c7124,deepctr/models/afm.py,,AFM,#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#,18

Before Change


    :return: A Keras model instance.
    

    if not isinstance(feature_dim_dict,
                      dict) or "sparse" not in feature_dim_dict or "dense" not in feature_dim_dict:
        raise ValueError(
            "feature_dim_dict must be a dict like {"sparse":{"field_1":4,"field_2":3,"field_3":2},"dense":["field_4","field_5"]}")
    if not isinstance(feature_dim_dict["sparse"], dict):
        raise ValueError("feature_dim_dict["sparse"] must be a dict,cur is", type(
            feature_dim_dict["sparse"]))
    if not isinstance(feature_dim_dict["dense"], list):
        raise ValueError("feature_dim_dict["dense"] must be a list,cur is", type(
            feature_dim_dict["dense"]))

    deep_emb_list, linear_logit, inputs_list = get_inputs_embedding(
        feature_dim_dict, embedding_size, l2_reg_embedding, l2_reg_linear, init_std, seed)

After Change


    :return: A Keras model instance.
    

    check_feature_config_dict(feature_dim_dict)

    deep_emb_list, linear_logit, inputs_list = get_inputs_embedding(
        feature_dim_dict, embedding_size, l2_reg_embedding, l2_reg_linear, init_std, seed)
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 8

Non-data size: 10

Instances


Project Name: shenweichen/DeepCTR
Commit Name: d97e9cd0c30980647f31c1003d6367e6a41c7124
Time: 2019-01-24
Author: wcshen1994@163.com
File Name: deepctr/models/afm.py
Class Name:
Method Name: AFM


Project Name: shenweichen/DeepCTR
Commit Name: d97e9cd0c30980647f31c1003d6367e6a41c7124
Time: 2019-01-24
Author: wcshen1994@163.com
File Name: deepctr/models/afm.py
Class Name:
Method Name: AFM


Project Name: shenweichen/DeepCTR
Commit Name: d97e9cd0c30980647f31c1003d6367e6a41c7124
Time: 2019-01-24
Author: wcshen1994@163.com
File Name: deepctr/models/pnn.py
Class Name:
Method Name: PNN


Project Name: shenweichen/DeepCTR
Commit Name: d97e9cd0c30980647f31c1003d6367e6a41c7124
Time: 2019-01-24
Author: wcshen1994@163.com
File Name: deepctr/models/deepfm.py
Class Name:
Method Name: DeepFM


Project Name: shenweichen/DeepCTR
Commit Name: d97e9cd0c30980647f31c1003d6367e6a41c7124
Time: 2019-01-24
Author: wcshen1994@163.com
File Name: deepctr/models/fnn.py
Class Name:
Method Name: FNN


Project Name: shenweichen/DeepCTR
Commit Name: d97e9cd0c30980647f31c1003d6367e6a41c7124
Time: 2019-01-24
Author: wcshen1994@163.com
File Name: deepctr/models/autoint.py
Class Name:
Method Name: AutoInt


Project Name: shenweichen/DeepCTR
Commit Name: d97e9cd0c30980647f31c1003d6367e6a41c7124
Time: 2019-01-24
Author: wcshen1994@163.com
File Name: deepctr/models/dcn.py
Class Name:
Method Name: DCN


Project Name: shenweichen/DeepCTR
Commit Name: d97e9cd0c30980647f31c1003d6367e6a41c7124
Time: 2019-01-24
Author: wcshen1994@163.com
File Name: deepctr/models/xdeepfm.py
Class Name:
Method Name: xDeepFM


Project Name: shenweichen/DeepCTR
Commit Name: d97e9cd0c30980647f31c1003d6367e6a41c7124
Time: 2019-01-24
Author: wcshen1994@163.com
File Name: deepctr/models/nfm.py
Class Name:
Method Name: NFM