├── README.md ├── criterion.py ├── data ├── 11760_2355_251500.csv ├── 11850_2430_251500.csv ├── 12250_3190_251600.csv ├── 12272_3710_251530.csv ├── test │ ├── 12061_3198_261330.csv │ ├── 12063_3198_270950.csv │ ├── 12065_3198_250920.csv │ ├── 12250_3160_251800.csv │ ├── 12272_3710_251540.csv │ └── cpkl │ │ └── trajectories_test.cpkl ├── train │ ├── 11640_2280_251500.csv │ ├── 11760_2355_251450.csv │ └── cpkl │ │ └── trajectories_train.cpkl └── validation │ ├── 12250_3190_251600.csv │ ├── 12272_3710_251540.csv │ └── cpkl │ └── trajectories_val.cpkl ├── helper.py ├── history_version ├── 1201 │ ├── helper.py │ ├── model.py │ ├── train.py │ ├── train_vlstm.py │ ├── utils.py │ └── vlstm_train.py ├── train_1128.py └── utils_1128.py ├── log ├── run │ └── test │ │ ├── events.out.tfevents.1638272874.DESKTOP-LH1FQA4 │ │ └── events.out.tfevents.1638273252.DESKTOP-LH1FQA4 └── slstm │ └── events.out.tfevents.1638438079.kl ├── model.py ├── model ├── SOCIALLSTM │ └── LSTM │ │ ├── SOCIALLSTM_lstm_model_0.tar │ │ ├── SOCIALLSTM_lstm_model_1.tar │ │ ├── SOCIALLSTM_lstm_model_10.tar │ │ ├── SOCIALLSTM_lstm_model_11.tar │ │ ├── SOCIALLSTM_lstm_model_12.tar │ │ ├── SOCIALLSTM_lstm_model_13.tar │ │ ├── SOCIALLSTM_lstm_model_14.tar │ │ ├── SOCIALLSTM_lstm_model_15.tar │ │ ├── SOCIALLSTM_lstm_model_16.tar │ │ ├── SOCIALLSTM_lstm_model_17.tar │ │ ├── SOCIALLSTM_lstm_model_18.tar │ │ ├── SOCIALLSTM_lstm_model_19.tar │ │ ├── SOCIALLSTM_lstm_model_2.tar │ │ ├── SOCIALLSTM_lstm_model_20.tar │ │ ├── SOCIALLSTM_lstm_model_21.tar │ │ ├── SOCIALLSTM_lstm_model_22.tar │ │ ├── SOCIALLSTM_lstm_model_23.tar │ │ ├── SOCIALLSTM_lstm_model_24.tar │ │ ├── SOCIALLSTM_lstm_model_25.tar │ │ ├── SOCIALLSTM_lstm_model_26.tar │ │ ├── SOCIALLSTM_lstm_model_27.tar │ │ ├── SOCIALLSTM_lstm_model_28.tar │ │ ├── SOCIALLSTM_lstm_model_29.tar │ │ ├── SOCIALLSTM_lstm_model_3.tar │ │ ├── SOCIALLSTM_lstm_model_4.tar │ │ ├── SOCIALLSTM_lstm_model_5.tar │ │ ├── SOCIALLSTM_lstm_model_6.tar │ │ ├── SOCIALLSTM_lstm_model_7.tar │ │ ├── SOCIALLSTM_lstm_model_8.tar │ │ ├── SOCIALLSTM_lstm_model_9.tar │ │ └── config.pkl └── VANILLALSTM │ └── LSTM │ ├── VANILLALSTM_lstm_model_0.tar │ ├── VANILLALSTM_lstm_model_1.tar │ ├── VANILLALSTM_lstm_model_10.tar │ ├── VANILLALSTM_lstm_model_11.tar │ ├── VANILLALSTM_lstm_model_12.tar │ ├── VANILLALSTM_lstm_model_13.tar │ ├── VANILLALSTM_lstm_model_14.tar │ ├── VANILLALSTM_lstm_model_15.tar │ ├── VANILLALSTM_lstm_model_16.tar │ ├── VANILLALSTM_lstm_model_17.tar │ ├── VANILLALSTM_lstm_model_18.tar │ ├── VANILLALSTM_lstm_model_19.tar │ ├── VANILLALSTM_lstm_model_2.tar │ ├── VANILLALSTM_lstm_model_20.tar │ ├── VANILLALSTM_lstm_model_21.tar │ ├── VANILLALSTM_lstm_model_22.tar │ ├── VANILLALSTM_lstm_model_23.tar │ ├── VANILLALSTM_lstm_model_24.tar │ ├── VANILLALSTM_lstm_model_25.tar │ ├── VANILLALSTM_lstm_model_26.tar │ ├── VANILLALSTM_lstm_model_27.tar │ ├── VANILLALSTM_lstm_model_28.tar │ ├── VANILLALSTM_lstm_model_29.tar │ ├── VANILLALSTM_lstm_model_3.tar │ ├── VANILLALSTM_lstm_model_4.tar │ ├── VANILLALSTM_lstm_model_5.tar │ ├── VANILLALSTM_lstm_model_6.tar │ ├── VANILLALSTM_lstm_model_7.tar │ ├── VANILLALSTM_lstm_model_8.tar │ ├── VANILLALSTM_lstm_model_9.tar │ └── config.pkl ├── plot ├── SOCIALLSTM │ └── LSTM │ │ ├── test │ │ ├── 12061_3198_261330.pkl │ │ ├── 12063_3198_270950.pkl │ │ └── 12065_3198_250920.pkl │ │ └── validation │ │ ├── 12063_3198_261650.pkl │ │ └── 12065_3198_261310.pkl ├── VANILLALSTM │ └── LSTM │ │ ├── test │ │ ├── 12061_3198_261330.pkl │ │ ├── 12063_3198_270950.pkl │ │ └── 12065_3198_250920.pkl │ │ └── validation │ │ ├── 12063_3198_261650.pkl │ │ └── 12065_3198_261310.pkl └── 图片1.png ├── result ├── SOCIALLSTM │ └── LSTM │ │ └── test │ │ ├── 12061_3198_261330.csv │ │ ├── 12063_3198_270950.csv │ │ ├── 12065_3198_250920.csv │ │ ├── 12073_3203_271810.csv │ │ └── 12077_3200_261040.csv └── VANILLALSTM │ └── LSTM │ └── test │ ├── 11760_2355_251500.csv │ ├── 11850_2430_251500.csv │ ├── 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