├── .gitattributes ├── .idea ├── Informer2020-main.iml ├── deployment.xml ├── encodings.xml ├── inspectionProfiles │ └── Project_Default.xml ├── misc.xml ├── modules.xml ├── other.xml ├── tcpredict.iml ├── vcs.xml └── workspace.xml ├── Dockerfile ├── README.md ├── checkpoints └── 1 │ └── checkpoint.pth ├── data ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── ali_dataloader.cpython-37.pyc │ ├── data_loader.cpython-37.pyc │ └── generate_data.cpython-37.pyc ├── ali_dataloader.py ├── data_loader.py └── generate_data.py ├── exp ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── exp_basic.cpython-37.pyc │ ├── exp_informer.cpython-37.pyc │ └── exp_predict.cpython-37.pyc ├── exp_basic.py ├── exp_informer.py └── exp_predict.py ├── main.py ├── models ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── attn.cpython-37.pyc │ ├── decoder.cpython-37.pyc │ ├── embed.cpython-37.pyc │ ├── encoder.cpython-37.pyc │ ├── model.cpython-37.pyc │ ├── tcn.cpython-37.pyc │ └── tnt.cpython-37.pyc ├── attn.py ├── decoder.py ├── embed.py ├── encoder.py ├── model.py ├── tcn.py └── tnt.py ├── requirements.txt ├── run.sh └── utils ├── __init__.py ├── __pycache__ ├── __init__.cpython-37.pyc ├── masking.cpython-37.pyc ├── metrics.cpython-37.pyc └── tools.cpython-37.pyc ├── masking.py ├── metrics.py └── tools.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/.gitattributes -------------------------------------------------------------------------------- /.idea/Informer2020-main.iml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/.idea/Informer2020-main.iml -------------------------------------------------------------------------------- /.idea/deployment.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/.idea/deployment.xml -------------------------------------------------------------------------------- /.idea/encodings.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/.idea/encodings.xml -------------------------------------------------------------------------------- /.idea/inspectionProfiles/Project_Default.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/.idea/inspectionProfiles/Project_Default.xml -------------------------------------------------------------------------------- /.idea/misc.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/.idea/misc.xml -------------------------------------------------------------------------------- /.idea/modules.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/.idea/modules.xml -------------------------------------------------------------------------------- /.idea/other.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/.idea/other.xml -------------------------------------------------------------------------------- /.idea/tcpredict.iml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/.idea/tcpredict.iml -------------------------------------------------------------------------------- /.idea/vcs.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/.idea/vcs.xml -------------------------------------------------------------------------------- /.idea/workspace.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/.idea/workspace.xml -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/Dockerfile -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/README.md -------------------------------------------------------------------------------- /checkpoints/1/checkpoint.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/checkpoints/1/checkpoint.pth -------------------------------------------------------------------------------- /data/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /data/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/data/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /data/__pycache__/ali_dataloader.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/data/__pycache__/ali_dataloader.cpython-37.pyc -------------------------------------------------------------------------------- /data/__pycache__/data_loader.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/data/__pycache__/data_loader.cpython-37.pyc -------------------------------------------------------------------------------- /data/__pycache__/generate_data.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/data/__pycache__/generate_data.cpython-37.pyc -------------------------------------------------------------------------------- /data/ali_dataloader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/data/ali_dataloader.py -------------------------------------------------------------------------------- /data/data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/data/data_loader.py -------------------------------------------------------------------------------- /data/generate_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/data/generate_data.py -------------------------------------------------------------------------------- /exp/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /exp/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/exp/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /exp/__pycache__/exp_basic.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/exp/__pycache__/exp_basic.cpython-37.pyc -------------------------------------------------------------------------------- /exp/__pycache__/exp_informer.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/exp/__pycache__/exp_informer.cpython-37.pyc -------------------------------------------------------------------------------- /exp/__pycache__/exp_predict.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/exp/__pycache__/exp_predict.cpython-37.pyc -------------------------------------------------------------------------------- /exp/exp_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/exp/exp_basic.py -------------------------------------------------------------------------------- /exp/exp_informer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/exp/exp_informer.py -------------------------------------------------------------------------------- /exp/exp_predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/exp/exp_predict.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/main.py -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /models/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/attn.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/__pycache__/attn.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/decoder.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/__pycache__/decoder.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/embed.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/__pycache__/embed.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/encoder.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/__pycache__/encoder.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/model.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/__pycache__/model.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/tcn.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/__pycache__/tcn.cpython-37.pyc -------------------------------------------------------------------------------- /models/__pycache__/tnt.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/__pycache__/tnt.cpython-37.pyc -------------------------------------------------------------------------------- /models/attn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/attn.py -------------------------------------------------------------------------------- /models/decoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/decoder.py -------------------------------------------------------------------------------- /models/embed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/embed.py -------------------------------------------------------------------------------- /models/encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/encoder.py -------------------------------------------------------------------------------- /models/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/model.py -------------------------------------------------------------------------------- /models/tcn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/tcn.py -------------------------------------------------------------------------------- /models/tnt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/models/tnt.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/requirements.txt -------------------------------------------------------------------------------- /run.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/run.sh -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/utils/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /utils/__pycache__/masking.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/utils/__pycache__/masking.cpython-37.pyc -------------------------------------------------------------------------------- /utils/__pycache__/metrics.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/utils/__pycache__/metrics.cpython-37.pyc -------------------------------------------------------------------------------- /utils/__pycache__/tools.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/utils/__pycache__/tools.cpython-37.pyc -------------------------------------------------------------------------------- /utils/masking.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/utils/masking.py -------------------------------------------------------------------------------- /utils/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/utils/metrics.py -------------------------------------------------------------------------------- /utils/tools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Wangjw6/Tianchi_Prediction/HEAD/utils/tools.py --------------------------------------------------------------------------------