francisfsjiang/DataCon

DataCon大数据安全分析大赛方向二冠军源码

DataCon:beers:

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                                     ,--.      .-'),-----.  .-'),-----. ,--.   ,--.)
                                     |  |.-') ( OO'  .-.  '( OO'  .-.  '|   `.'   |
                                     |  | OO )/   |  | |  |/   |  | |  ||         |
                                     |  |`-' |\_) |  |\|  |\_) |  |\|  ||  |'.'|  |
                                    (|  '---.'  \ |  | |  |  \ |  | |  ||  |   |  |
                                     |      |    `'  '-'  '   `'  '-'  '|  |   |  |
                                     `------'      `-----'      `-----' `--'   `--'

DataCon大数据安全分析大赛方向二冠军方案:rose::rose:，详细思路分享见知乎，由于比赛时间仓促代码写得比较混乱，还请各位读者多多见谅！

源码

stage1

• [deep_learning_model.ipynb]
• [call_pid_tfidf_stacking.ipynb]
• [exinfos.ipynb]
• [explore.ipynb]
• [feature_engineering.ipynb]
• [new_feature_engineering.ipynb]
• [out_of_fold.ipynb]
• [ret_value_stacking.ipynb]
• [stacking.ipynb]
• [test.ipynb]

stage2

• [feature_engineering.ipynb]
• [for_cluster_kmeans.py]
• [get_call_name_tfidf_features.py]
• [plot_comparison.py]
• [yield_call_name_api_name_exinfos_tsne.py]
• [DBSCAN.py]