├── LICENSE ├── README.md ├── classification 3 ├── LICENSE ├── __pycache__ │ ├── augment.cpython-310.pyc │ ├── augment.cpython-39.pyc │ ├── col_to_alpha.cpython-39.pyc │ ├── datasets.cpython-310.pyc │ ├── datasets.cpython-39.pyc │ ├── engine.cpython-310.pyc │ ├── engine.cpython-39.pyc │ ├── lorentztreenet.cpython-39.pyc │ ├── losses.cpython-310.pyc │ ├── losses.cpython-39.pyc │ ├── models.cpython-39.pyc │ ├── models_v2.cpython-39.pyc │ ├── preview │ │ ├── Matplotlib │ │ │ ├── cmap.png │ │ │ ├── color.png │ │ │ ├── dss.png │ │ │ └── img.png │ │ └── OpenCV │ │ │ ├── cmap.png │ │ │ ├── color.png │ │ │ ├── dss.png │ │ │ ├── img.png │ │ │ └── white.png │ ├── samplers.cpython-310.pyc │ ├── samplers.cpython-39.pyc │ ├── utils.cpython-310.pyc │ └── utils.cpython-39.pyc ├── applyclrmap.py ├── augment.py ├── cait_models.py ├── col_to_alpha.py ├── datasets.py ├── engine.py ├── hubconf.py ├── layers │ ├── __pycache__ │ │ ├── xtansformer.cpython-310.pyc │ │ └── xtansformer.cpython-39.pyc │ ├── att_layers.py │ ├── init.py │ ├── layers.py │ └── xtansformer.py ├── lorentztreenet.py ├── losses.py ├── main.py ├── main_cnn.py ├── manifolds │ ├── __pycache__ │ │ ├── hierpe.cpython-310.pyc │ │ ├── hierpe.cpython-39.pyc │ │ ├── lmath.cpython-310.pyc │ │ ├── lmath.cpython-39.pyc │ │ ├── lorentz.cpython-310.pyc │ │ ├── lorentz.cpython-39.pyc │ │ ├── utils.cpython-310.pyc │ │ └── utils.cpython-39.pyc │ ├── hierpe.py │ ├── init.py │ ├── lmath.py │ ├── lorentz.py │ └── utils.py ├── myconda.yaml ├── optim │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── mixin.cpython-310.pyc │ │ ├── mixin.cpython-39.pyc │ │ ├── radam.cpython-310.pyc │ │ ├── radam.cpython-39.pyc │ │ ├── readam.cpython-39.pyc │ │ ├── rsgd.cpython-310.pyc │ │ └── rsgd.cpython-39.pyc │ ├── mixin.py │ ├── radam.py │ └── rsgd.py ├── patchconvnet_models.py ├── requirements.txt ├── resmlp_models.py ├── run_with_submitit.py ├── samplers.py ├── tox.ini └── utils.py ├── 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