├── .gitignore ├── Data └── TimeSeries │ └── CrowdFlow │ └── datacheck.py ├── GPD ├── 1Dmain.py ├── PredictionModel │ ├── Models │ │ ├── __pycache__ │ │ │ ├── meta_gwn.cpython-39.pyc │ │ │ └── meta_stgcn.cpython-39.pyc │ │ ├── meta_gwn.py │ │ └── meta_stgcn.py │ ├── NetSet.py │ ├── __pycache__ │ │ ├── NetSet.cpython-38.pyc │ │ ├── NetSet.cpython-39.pyc │ │ ├── datasets.cpython-38.pyc │ │ ├── datasets.cpython-39.pyc │ │ ├── utils.cpython-38.pyc │ │ └── utils.cpython-39.pyc │ ├── config.yaml │ ├── datasets.py │ └── utils.py ├── TimeTransformer │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── causal_convolution_layer.cpython-38.pyc │ │ ├── causal_convolution_layer.cpython-39.pyc │ │ ├── decoder.cpython-38.pyc │ │ ├── decoder.cpython-39.pyc │ │ ├── encoder.cpython-38.pyc │ │ ├── encoder.cpython-39.pyc │ │ ├── multiHeadAttention.cpython-38.pyc │ │ ├── multiHeadAttention.cpython-39.pyc │ │ ├── positionwiseFeedForward.cpython-38.pyc │ │ ├── positionwiseFeedForward.cpython-39.pyc │ │ ├── transformer.cpython-38.pyc │ │ ├── transformer.cpython-39.pyc │ │ ├── utils.cpython-38.pyc │ │ └── utils.cpython-39.pyc │ ├── causal_convolution_layer.py │ ├── decoder.py │ ├── encoder.py │ ├── loss.py │ ├── multiHeadAttention.py │ ├── positionwiseFeedForward.py │ ├── transformer.py │ └── utils.py ├── datapreparing.py ├── denoising_diffusion_pytorch.egg-info │ ├── PKG-INFO │ ├── SOURCES.txt │ ├── dependency_links.txt │ ├── requires.txt │ └── top_level.txt ├── denoising_diffusion_pytorch │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── denoising_diffusion_pytorch_1d.cpython-39.pyc │ │ ├── diffusion1DfromZH.cpython-39.pyc │ │ └── version.cpython-39.pyc │ ├── denoising_diffusion_pytorch_1d.py │ ├── diffusion1DfromZH.py │ └── version.py ├── diffusionutils.py └── evalParams.py ├── Pretrain ├── Models │ ├── meta_gwn.py │ └── meta_stgcn.py ├── NetSet.py ├── PrepareParams │ └── model2tensor.py ├── config.yaml ├── datasets.py ├── main.py └── utils.py ├── README.md ├── assets ├── condition.png ├── datasets-info.png └── framework.png └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- 1 | *.npy 2 | *.pt -------------------------------------------------------------------------------- /Data/TimeSeries/CrowdFlow/datacheck.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsinghua-fib-lab/GPD/HEAD/Data/TimeSeries/CrowdFlow/datacheck.py -------------------------------------------------------------------------------- /GPD/1Dmain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tsinghua-fib-lab/GPD/HEAD/GPD/1Dmain.py -------------------------------------------------------------------------------- /GPD/PredictionModel/Models/__pycache__/meta_gwn.cpython-39.pyc: 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