├── README.md ├── conf ├── CIFAR_balance_conf.json ├── CIFAR_imbalance_conf.json ├── EMNIST_balance_conf.json ├── EMNIST_imbalance_10models_T10_10local_2dis.json ├── EMNIST_imbalance_10models_T10_10local_3dis.json ├── EMNIST_imbalance_10models_T10_10local_4dis.json ├── EMNIST_imbalance_10models_T10_10local_5dis.json ├── EMNIST_imbalance_10models_T10_10local_N1000.json ├── EMNIST_imbalance_10models_T10_10local_N2000.json ├── EMNIST_imbalance_10models_T10_10local_N3000.json ├── EMNIST_imbalance_10models_T10_10local_N4000.json ├── EMNIST_imbalance_10models_T10_10local_N500.json ├── EMNIST_imbalance_10models_T10_10local_p0.1.json ├── EMNIST_imbalance_10models_T10_10local_p0.3.json ├── EMNIST_imbalance_10models_T10_10local_p0.5.json ├── EMNIST_imbalance_10models_T10_10local_p0.7.json ├── EMNIST_imbalance_10models_T10_10local_p1.0.json ├── EMNIST_imbalance_10models_T10_10local_p1.5.json ├── EMNIST_imbalance_10models_T10_10local_p2.0.json ├── EMNIST_imbalance_10models_T10_10local_p2.5.json ├── EMNIST_imbalance_10models_T10_10local_p3.0.json ├── EMNIST_imbalance_10models_T10_15local.json ├── EMNIST_imbalance_10models_T10_1local.json ├── EMNIST_imbalance_10models_T10_20local.json ├── EMNIST_imbalance_10models_T10_2local.json ├── EMNIST_imbalance_10models_T10_3local.json ├── EMNIST_imbalance_10models_T10_4local.json ├── EMNIST_imbalance_10models_T10_5local.json ├── EMNIST_imbalance_20models.json ├── EMNIST_imbalance_20models_T1.json └── EMNIST_imbalance_20models_T10.json ├── requirments.txt ├── save ├── cifar │ ├── iid │ │ ├── col_performance.pkl │ │ ├── col_performance │ │ │ └── acc.png │ │ ├── init_result.pkl │ │ ├── init_result │ │ │ ├── train_acc.png │ │ │ ├── train_loss.png │ │ │ ├── val_acc.png │ │ │ └── val_loss.png │ │ ├── pooled_train_result.pkl │ │ ├── pooled_train_result │ │ │ ├── acc.png │ │ │ └── val_acc.png │ │ ├── pre_train_result.pkl │ │ └── pre_train_result │ │ │ ├── train_acc.png │ │ │ ├── train_loss.png │ │ │ ├── val_acc.png │ │ │ └── val_loss.png │ └── no_iid │ │ ├── col_performance.pkl │ │ ├── col_performance │ │ └── acc.png │ │ ├── init_result.pkl │ │ ├── init_result │ │ ├── train_acc.png │ │ ├── train_loss.png │ │ ├── val_acc.png │ │ └── val_loss.png │ │ ├── pooled_train_result.pkl │ │ ├── pooled_train_result │ │ ├── acc.png │ │ └── val_acc.png │ │ ├── pre_train_result.pkl │ │ └── pre_train_result │ │ ├── train_acc.png │ │ ├── train_loss.png │ │ ├── val_acc.png │ │ └── val_loss.png └── mnist │ └── iid │ ├── col_performance.pkl │ ├── col_performance │ └── acc.png │ └── init_result │ └── train_acc.png └── src ├── FedMD_main.py ├── KT-pFL.py ├── KT-pFL_cos.py ├── KT-pFL_topk.py ├── __pycache__ ├── FedMD.cpython-37.pyc ├── Neural_Networks.cpython-37.pyc ├── data_utils.cpython-36.pyc ├── data_utils.cpython-37.pyc ├── engine.cpython-36.pyc ├── engine_cos.cpython-36.pyc ├── engine_learnweight.cpython-36.pyc ├── engine_learnweight_softmax.cpython-36.pyc ├── engine_normal.cpython-36.pyc ├── engine_topk.cpython-36.pyc ├── 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