├── .DS_Store ├── ICLR24_LieBN_PPT.pdf ├── ICLR24_LieBN_Poster.pdf ├── LieBN ├── Geometry │ ├── Base │ │ ├── LieGroups.py │ │ ├── __init__.py │ │ └── __pycache__ │ │ │ ├── LieGroups.cpython-38.pyc │ │ │ └── __init__.cpython-38.pyc │ ├── Correlation │ │ ├── CorMatrices.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── CorMatrices.cpython-38.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── cor_functions.cpython-38.pyc │ │ │ └── ppbcm_functionals.cpython-38.pyc │ │ ├── cor_functions.py │ │ └── ppbcm_functionals.py │ ├── Rotations │ │ ├── RotMatrices.py │ │ ├── __init__.py │ │ └── __pycache__ │ │ │ ├── RotMatrices.cpython-38.pyc │ │ │ └── __init__.cpython-38.pyc │ ├── SPD │ │ ├── SPDMatrices.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── SPDMatrices.cpython-38.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── sym_functional.cpython-38.pyc │ │ └── sym_functional.py │ ├── __init__.py │ └── __pycache__ │ │ └── __init__.cpython-38.pyc ├── LieBNBase.py ├── LieBNCor.py ├── LieBNRot.py ├── LieBNSPD.py ├── LieBN_illustration.png ├── README.md ├── __init__.py ├── __pycache__ │ ├── LieBNBase.cpython-38.pyc │ ├── LieBNCor.cpython-38.pyc │ ├── LieBNRot.cpython-38.pyc │ ├── LieBNSPD.cpython-38.pyc │ └── __init__.cpython-38.pyc ├── demos │ ├── liebncor.py │ ├── liebnrot.py │ └── liebnspd.py └── sum_metrics.png ├── LieBN_SPDNet ├── Network │ ├── Get_Model.py │ ├── SPDNetRBN.py │ └── __init__.py ├── SPDNetLieBN.py ├── conf │ ├── LieBN.yaml │ ├── dataset │ │ ├── HDM05.yaml │ │ └── RADAR.yaml │ └── nnet │ │ ├── SPDNet.yaml │ │ ├── SPDNetBN.yaml │ │ └── SPDNetLieBN.yaml ├── cplx │ ├── functional.py │ └── nn.py ├── experiments.sh └── spd │ ├── DataLoader │ ├── FPHA_Loader.py │ ├── HDM05_Loader.py │ └── Radar_Loader.py │ ├── LieBN.py │ ├── __init__.py │ ├── functional.py │ ├── nn.py │ ├── sym_functional.py │ ├── training_script.py │ └── utils.py ├── LieBN_TSMNet ├── LieBN_utilities │ ├── Training.py │ ├── __init__.py │ └── utils.py ├── TSMNet-LieBN.py ├── conf │ ├── LieBN.yaml │ ├── dataset │ │ └── hinss2021.yaml │ ├── evaluation │ │ ├── inter-session+uda.yaml │ │ └── inter-subject+uda.yaml │ ├── nnet │ │ ├── tsmnet.yaml │ │ ├── tsmnet_LieBN.yaml │ │ └── tsmnet_spddsmbn.yaml │ └── preprocessing │ │ └── bb4-36Hz.yaml ├── datasetio │ ├── __init__.py │ ├── __pycache__ │ │ └── __init__.cpython-310.pyc │ └── eeg │ │ ├── __init__.py │ │ ├── __pycache__ │ │ └── __init__.cpython-310.pyc │ │ └── moabb │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── base.cpython-310.pyc │ │ ├── hinss2021.cpython-310.pyc │ │ └── stieger2021.cpython-310.pyc │ │ ├── base.py │ │ ├── hinss2021.py │ │ └── stieger2021.py ├── experiments_Hinss21.sh ├── library │ ├── __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 └── spdnets │ ├── BaseBatchNorm.py │ ├── LieBNImpl.py │ ├── Liebatchnorm.py │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── batchnorm.cpython-310.pyc │ ├── functionals.cpython-310.pyc │ ├── manifolds.cpython-310.pyc │ └── modules.cpython-310.pyc │ ├── batchnorm.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 │ └── tsmnet.py │ ├── modules.py │ └── utils │ └── skorch │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── logging.cpython-310.pyc │ └── network.cpython-310.pyc │ ├── logging.py │ └── network.py 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