├── LICENSE ├── README.md ├── cache └── .gitignore ├── ckp └── .gitignore ├── data ├── beijing │ ├── airbnb_clean.csv │ └── house_clean.csv └── hdb │ ├── hdb_clean.csv │ └── school_clean.csv ├── environment.yml ├── log └── .gitignore ├── runs └── .gitignore └── src ├── align ├── __init__.py ├── cal_sim_score.py ├── exact_align_game.py └── sim_align_game.py ├── metric ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── accuracy.cpython-38.pyc │ ├── base.cpython-38.pyc │ ├── mae.cpython-38.pyc │ ├── r2_score.cpython-38.pyc │ └── rmse.cpython-38.pyc ├── accuracy.py ├── base.py ├── mae.py ├── r2_score.py └── rmse.py ├── model ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-38.pyc │ └── __init__.cpython-39.pyc ├── base │ ├── DLRM.py │ ├── MLP.py │ ├── SplitNN.py │ ├── __init__.py │ └── __pycache__ │ │ ├── DLRM.cpython-38.pyc │ │ ├── MLP.cpython-38.pyc │ │ ├── SplitNN.cpython-38.pyc │ │ └── __init__.cpython-38.pyc ├── game │ ├── GameMergeSimModel.py │ └── __init__.py └── vertical_fl │ ├── AvgSimModel.py │ ├── ConcatSimModel.py │ ├── ExactModel.py │ ├── FeatureSimModel.py │ ├── FedSimModel.py │ ├── MergeSimModel.py │ ├── MergeSimModelV2.py │ ├── OnePartyModel.py │ ├── OrderSimModel.py │ ├── SimModel.py │ ├── SimModel.py.bak │ ├── ThresholdSimModel.py │ ├── Top1SimModel.py │ ├── TwoPartyModel.py │ ├── __init__.py │ └── __pycache__ │ ├── ExactModel.cpython-38.pyc │ ├── FeatureSimModel.cpython-38.pyc │ ├── FedSimModel.cpython-38.pyc │ ├── FedSimModel.cpython-39.pyc │ ├── MergeSimModel.cpython-38.pyc │ ├── OnePartyModel.cpython-38.pyc │ ├── SimModel.cpython-38.pyc │ ├── SimModel.cpython-39.pyc │ ├── Top1SimModel.cpython-38.pyc │ ├── TwoPartyModel.cpython-38.pyc │ ├── __init__.cpython-38.pyc │ └── __init__.cpython-39.pyc ├── preprocess ├── __init__.py ├── __pycache__ │ └── __init__.cpython-38.pyc ├── add │ └── __init__.py ├── beijing │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── beijing_loder.cpython-38.pyc │ ├── beijing_loder.py │ ├── clean_airbnb.py │ └── clean_house.py ├── company │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── company_loader.cpython-38.pyc │ ├── clean_company.py │ └── company_loader.py ├── game.old │ ├── __init__.py │ ├── negative_sample_steam_interact.py │ ├── sample_steam_interact.py │ ├── split_data.py │ └── steam_ign_loader.py ├── game │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── game_loader.cpython-38.pyc │ ├── clean_rawg.py │ ├── clean_steam.py │ └── game_loader.py ├── gesis │ ├── __init__.py │ └── sav_to_csv.py ├── hdb │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── hdb_loader.cpython-38.pyc │ ├── clean_hdb.py │ ├── clean_school.py │ └── hdb_loader.py ├── krebs │ ├── __init__.py │ └── generate_dataset.py ├── ml_dataset │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── frog.cpython-38.pyc │ │ ├── miniboone.cpython-38.pyc │ │ └── two_party_loader.cpython-38.pyc │ ├── frog.py │ ├── miniboone.py │ └── two_party_loader.py ├── nytaxi │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── ny_loader.cpython-38.pyc │ ├── clean_airbnb.py │ ├── clean_citibike.py │ ├── clean_tlc.py │ ├── filter_kaggle.py │ └── ny_loader.py ├── sklearn │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── syn_data_generator.cpython-38.pyc │ └── syn_data_generator.py └── song │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-38.pyc │ └── song_loader.cpython-38.pyc │ ├── clean_fma.py │ ├── clean_msd.py │ └── song_loader.py ├── priv_scripts ├── train_beijing_A.py ├── train_beijing_avgsim.py ├── train_beijing_featuresim.py ├── train_beijing_fedsim.py ├── train_beijing_top1sim.py ├── train_hdb_A.py ├── train_hdb_avgsim.py ├── train_hdb_featuresim.py ├── train_hdb_fedsim.py └── train_hdb_top1sim.py ├── train_beijing_A.py ├── train_beijing_B.py ├── train_beijing_avgsim.py ├── 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