├── LICENSE ├── README.md ├── assets ├── Architecture.jpg ├── Architecture.pdf ├── Intro_cmp.jpg ├── Intro_cmp.pdf └── vis_cmp.jpg ├── data.py ├── dataset_loader.py ├── models ├── __pycache__ │ ├── ablation_model_encdec_social.cpython-37.pyc │ ├── layer_utils.cpython-37.pyc │ ├── layer_utils.cpython-38.pyc │ ├── model.cpython-37.pyc │ ├── model.cpython-38.pyc │ ├── model_AIO.cpython-37.pyc │ ├── model_encdec_social.cpython-37.pyc │ ├── model_encdec_social.cpython-38.pyc │ ├── model_encdec_trajectory_social.cpython-37.pyc │ ├── model_encdec_trajectory_social.cpython-38.pyc │ ├── model_encdec_trajectory_without_social.cpython-37.pyc │ ├── model_selector_finetune_social.cpython-37.pyc │ ├── model_selector_finetune_without_social.cpython-37.pyc │ ├── model_selector_warm_up_ablation.cpython-37.pyc │ ├── model_selector_warm_up_social.cpython-37.pyc │ ├── model_selector_warm_up_social.cpython-38.pyc │ ├── model_test_destination_selector.cpython-37.pyc │ ├── model_test_destination_selector_ablation.cpython-37.pyc │ ├── model_test_destination_write_all.cpython-37.pyc │ ├── model_test_destination_write_all_without_social.cpython-37.pyc │ ├── model_test_trajectory_res.cpython-37.pyc │ ├── model_test_trajectory_res.cpython-38.pyc │ ├── model_test_trajectory_res_ablation.cpython-37.pyc │ ├── model_test_trajectory_res_time.cpython-37.pyc │ ├── model_test_trajectory_res_vis.cpython-37.pyc │ ├── model_test_trajectory_res_without_social.cpython-37.pyc │ ├── noise_model_encdec_social.cpython-37.pyc │ ├── noise_test_encdec_social.cpython-37.pyc │ ├── noise_test_trajectory.cpython-37.pyc │ ├── preprocessing.cpython-37.pyc │ ├── preprocessing.cpython-38.pyc │ ├── utils.cpython-37.pyc │ └── utils.cpython-38.pyc ├── layer_utils.py ├── model.py ├── model_test_trajectory.py ├── preprocessing.py └── utils.py ├── requirements.txt ├── run.sh ├── social_utils.py ├── test_PPT.py ├── train_PPT.py ├── trainer ├── __pycache__ │ ├── ablation_trainer_ae_social.cpython-37.pyc │ ├── evaluations.cpython-37.pyc │ ├── evaluations.cpython-38.pyc │ ├── noise_test_ae_social.cpython-37.pyc │ ├── noise_test_trajectory.cpython-37.pyc │ ├── noise_trainer_ae_social.cpython-37.pyc │ ├── test_encdec_write_all.cpython-37.pyc │ ├── test_final_trajectory.cpython-37.pyc │ ├── test_final_trajectory.cpython-38.pyc │ ├── test_final_trajectory_ablation.cpython-37.pyc │ ├── test_final_trajectory_traindata.cpython-37.pyc │ ├── test_final_trajectory_without_social.cpython-37.pyc │ ├── test_selector.cpython-37.pyc │ ├── trainer_ae_social.cpython-37.pyc │ ├── trainer_ae_social.py │ ├── trainer_selector_finetune.cpython-37.pyc │ ├── trainer_selector_finetune_new_loss.cpython-37.pyc │ ├── trainer_selector_finetune_new_loss_different_d.cpython-37.pyc │ ├── trainer_selector_warm_up.cpython-37.pyc │ ├── trainer_selector_warm_up_ablation.cpython-37.pyc │ └── trainer_trajectory_social.cpython-37.pyc ├── evaluations.py ├── test_final_trajectory.py └── trainer_PPT.py └── vis_ethucy.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/README.md -------------------------------------------------------------------------------- /assets/Architecture.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/assets/Architecture.jpg -------------------------------------------------------------------------------- /assets/Architecture.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/assets/Architecture.pdf -------------------------------------------------------------------------------- /assets/Intro_cmp.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/assets/Intro_cmp.jpg -------------------------------------------------------------------------------- /assets/Intro_cmp.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/assets/Intro_cmp.pdf -------------------------------------------------------------------------------- /assets/vis_cmp.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/assets/vis_cmp.jpg -------------------------------------------------------------------------------- /data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/data.py -------------------------------------------------------------------------------- /dataset_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/dataset_loader.py -------------------------------------------------------------------------------- /models/__pycache__/ablation_model_encdec_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/ablation_model_encdec_social.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/layer_utils.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/layer_utils.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/layer_utils.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/layer_utils.cpython-38.pyc -------------------------------------------------------------------------------- /models/__pycache__/model.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model.cpython-38.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_AIO.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_AIO.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_encdec_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_encdec_social.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_encdec_social.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_encdec_social.cpython-38.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_encdec_trajectory_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_encdec_trajectory_social.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_encdec_trajectory_social.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_encdec_trajectory_social.cpython-38.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_encdec_trajectory_without_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_encdec_trajectory_without_social.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_selector_finetune_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_selector_finetune_social.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_selector_finetune_without_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_selector_finetune_without_social.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_selector_warm_up_ablation.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_selector_warm_up_ablation.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_selector_warm_up_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_selector_warm_up_social.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_selector_warm_up_social.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_selector_warm_up_social.cpython-38.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_test_destination_selector.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_test_destination_selector.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_test_destination_selector_ablation.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_test_destination_selector_ablation.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_test_destination_write_all.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_test_destination_write_all.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_test_destination_write_all_without_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_test_destination_write_all_without_social.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_test_trajectory_res.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_test_trajectory_res.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_test_trajectory_res.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_test_trajectory_res.cpython-38.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_test_trajectory_res_ablation.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_test_trajectory_res_ablation.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_test_trajectory_res_time.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_test_trajectory_res_time.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_test_trajectory_res_vis.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_test_trajectory_res_vis.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model_test_trajectory_res_without_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/model_test_trajectory_res_without_social.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/noise_model_encdec_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/noise_model_encdec_social.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/noise_test_encdec_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/noise_test_encdec_social.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/noise_test_trajectory.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/noise_test_trajectory.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/preprocessing.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/preprocessing.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/preprocessing.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/preprocessing.cpython-38.pyc -------------------------------------------------------------------------------- /models/__pycache__/utils.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/utils.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/utils.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/__pycache__/utils.cpython-38.pyc -------------------------------------------------------------------------------- /models/layer_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/layer_utils.py -------------------------------------------------------------------------------- /models/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/model.py -------------------------------------------------------------------------------- /models/model_test_trajectory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/model_test_trajectory.py -------------------------------------------------------------------------------- /models/preprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/preprocessing.py -------------------------------------------------------------------------------- /models/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/models/utils.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/requirements.txt -------------------------------------------------------------------------------- /run.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/run.sh -------------------------------------------------------------------------------- /social_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/social_utils.py -------------------------------------------------------------------------------- /test_PPT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/test_PPT.py -------------------------------------------------------------------------------- /train_PPT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/train_PPT.py -------------------------------------------------------------------------------- /trainer/__pycache__/ablation_trainer_ae_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/ablation_trainer_ae_social.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/evaluations.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/evaluations.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/evaluations.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/evaluations.cpython-38.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/noise_test_ae_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/noise_test_ae_social.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/noise_test_trajectory.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/noise_test_trajectory.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/noise_trainer_ae_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/noise_trainer_ae_social.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/test_encdec_write_all.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/test_encdec_write_all.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/test_final_trajectory.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/test_final_trajectory.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/test_final_trajectory.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/test_final_trajectory.cpython-38.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/test_final_trajectory_ablation.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/test_final_trajectory_ablation.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/test_final_trajectory_traindata.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/test_final_trajectory_traindata.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/test_final_trajectory_without_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/test_final_trajectory_without_social.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/test_selector.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/test_selector.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/trainer_ae_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/trainer_ae_social.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/trainer_ae_social.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/trainer_ae_social.py -------------------------------------------------------------------------------- /trainer/__pycache__/trainer_selector_finetune.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/trainer_selector_finetune.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/trainer_selector_finetune_new_loss.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/trainer_selector_finetune_new_loss.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/trainer_selector_finetune_new_loss_different_d.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/trainer_selector_finetune_new_loss_different_d.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/trainer_selector_warm_up.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/trainer_selector_warm_up.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/trainer_selector_warm_up_ablation.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/trainer_selector_warm_up_ablation.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/__pycache__/trainer_trajectory_social.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/__pycache__/trainer_trajectory_social.cpython-37.pyc -------------------------------------------------------------------------------- /trainer/evaluations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/evaluations.py -------------------------------------------------------------------------------- /trainer/test_final_trajectory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/test_final_trajectory.py -------------------------------------------------------------------------------- /trainer/trainer_PPT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/trainer/trainer_PPT.py -------------------------------------------------------------------------------- /vis_ethucy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iSEE-Laboratory/PPT/HEAD/vis_ethucy.py --------------------------------------------------------------------------------