├── .DS_Store ├── CVPR24_SPDMLR_PPT.pdf ├── CVPR24_SPDMLR_Poster.pdf ├── Hyperplane ├── .DS_Store ├── SPD_hyperplane_3D.m ├── confPath.m ├── hyperplanes_all.jpg └── utilities │ ├── gen_hyperplane.m │ ├── print_SPD.m │ └── spd_power.m ├── README.md ├── SPDNet-MLR.py ├── TSMNet-MLR.py ├── conf ├── .DS_Store ├── SPDNet │ ├── SPDNetMLR.yaml │ ├── dataset │ │ ├── HDM05.yaml │ │ └── RADAR.yaml │ └── nnet │ │ └── SPDNet.yaml └── TSMNet │ ├── TSMNetMLR.yaml │ ├── dataset │ └── hinss2021.yaml │ ├── evaluation │ ├── inter-session+uda.yaml │ ├── inter-session.yaml │ ├── inter-subject+uda.yaml │ └── inter-subject.yaml │ ├── nnet │ ├── tsmnet.yaml │ └── tsmnet_spddsmbn.yaml │ └── preprocessing │ └── bb4-36Hz.yaml ├── datasets ├── __init__.py ├── eeg │ ├── eeg_utils.py │ └── moabb │ │ ├── __init__.py │ │ ├── base.py │ │ └── hinss2021.py └── spdnet │ ├── HDM05_Loader.py │ └── Radar_Loader.py ├── environment.yaml ├── exp_eeg.sh ├── exp_spdnets.sh ├── library ├── .DS_Store ├── __init__.py ├── __pycache__ │ └── __init__.cpython-310.pyc └── utils │ ├── __init__.py │ ├── __pycache__ │ └── __init__.cpython-310.pyc │ ├── hydra │ ├── __init__.py │ └── __pycache__ │ │ └── __init__.cpython-310.pyc │ ├── moabb │ ├── __init__.py │ └── __pycache__ │ │ └── __init__.cpython-310.pyc │ ├── pyriemann │ └── __init__.py │ └── torch │ ├── __init__.py │ └── __pycache__ │ └── __init__.cpython-310.pyc ├── setup.py ├── spd ├── __init__.py ├── functional.py └── spd_matrices.py └── spdnets ├── .DS_Store ├── SPDMLR.py ├── __init__.py ├── __pycache__ ├── __init__.cpython-310.pyc ├── batchnorm.cpython-310.pyc ├── manifolds.cpython-310.pyc └── modules.cpython-310.pyc ├── batchnorm.py ├── cplx ├── functional.py └── nn.py ├── functionals.py ├── manifolds.py ├── models ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── base.cpython-310.pyc │ ├── dann.cpython-310.pyc │ ├── eegnet.cpython-310.pyc │ ├── shconvnet.cpython-310.pyc │ └── tsmnet.cpython-310.pyc ├── base.py ├── dann.py ├── eegnet.py ├── shconvnet.py ├── spdnet.py ├── tsmnet.py └── tsmnetMLR.py ├── modules.py ├── training ├── eeg_training.py └── spdnet_training.py └── utils ├── common_utils.py ├── skorch ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── logging.cpython-310.pyc │ └── network.cpython-310.pyc ├── logging.py └── network.py └── spdnet ├── Get_Model.py └── utils.py /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GitZH-Chen/SPDMLR/HEAD/.DS_Store -------------------------------------------------------------------------------- /CVPR24_SPDMLR_PPT.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GitZH-Chen/SPDMLR/HEAD/CVPR24_SPDMLR_PPT.pdf -------------------------------------------------------------------------------- /CVPR24_SPDMLR_Poster.pdf: -------------------------------------------------------------------------------- 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