├── README.md ├── data ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-37.pyc │ ├── __init__.cpython-38.pyc │ ├── data_loader.cpython-310.pyc │ ├── data_loader.cpython-37.pyc │ ├── data_loader.cpython-38.pyc │ └── m4.cpython-38.pyc ├── data_loader.py └── m4.py ├── exp ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── __init__.cpython-38.pyc │ ├── exp_basic.cpython-37.pyc │ ├── exp_basic.cpython-38.pyc │ ├── exp_crossformer.cpython-37.pyc │ ├── exp_crossformer.cpython-38.pyc │ ├── exp_m4.cpython-38.pyc │ ├── exp_stock.cpython-38.pyc │ └── exp_tv.cpython-38.pyc ├── exp_basic.py ├── exp_ccm.py ├── exp_m4.py └── exp_stock.py ├── m4_evaluate.py ├── main.py ├── main_m4.py ├── main_stock.py ├── models ├── Dlinear.py ├── __pycache__ │ ├── Dlinear.cpython-38.pyc │ ├── TV_model.cpython-38.pyc │ ├── attention.cpython-38.pyc │ ├── conv_layers.cpython-38.pyc │ ├── emb_layers.cpython-38.pyc │ ├── layers.cpython-38.pyc │ ├── patch_layer.cpython-38.pyc │ ├── timenet.cpython-38.pyc │ └── tsmixer.cpython-38.pyc ├── attention.py ├── conv_layers.py ├── emb_layers.py ├── layers.py ├── patch_layer.py ├── patchtst.py ├── timesnet.py └── tsmixer.py ├── requirements.txt └── utils ├── __init__.py ├── __pycache__ ├── __init__.cpython-37.pyc ├── __init__.cpython-38.pyc ├── losses.cpython-38.pyc ├── m4_summary.cpython-38.pyc ├── masking.cpython-37.pyc ├── metrics.cpython-37.pyc ├── metrics.cpython-38.pyc ├── timefeatures.cpython-37.pyc ├── tools.cpython-37.pyc └── tools.cpython-38.pyc ├── losses.py ├── m4_summary.py ├── metrics.py └── tools.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Graph-and-Geometric-Learning/TimeSeriesCCM/HEAD/README.md -------------------------------------------------------------------------------- /data/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | 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