├── .gitignore ├── LICENSE ├── README.md ├── cafi_net ├── README.md ├── canonical_render.py ├── configs │ └── Canonical_fields.yaml ├── datasets │ ├── __init__.py │ └── density_dataset.py ├── environment.yml ├── evaluators │ ├── canonicalization_metrics.py │ └── metrics.py ├── main.py ├── metrics_test.py ├── models │ ├── Cafi_model.py │ ├── TFN_density.py │ ├── __init__.py │ └── layers.py ├── spherical_harmonics │ ├── clebsch_gordan_decomposition.py │ ├── kernels.py │ ├── kernels_density.py │ ├── readme.txt │ ├── spherical_cnn.py │ └── wigner_matrix.py ├── tester.py ├── trainers │ ├── Canonical_fields_trainer.py │ └── __init__.py ├── utils │ ├── __init__.py │ ├── group_points.py │ ├── losses.py │ ├── pointcloud_utils.py │ ├── pooling.py │ └── train_utils.py └── vis_utils.py └── nerf ├── README.md ├── configs ├── brics.txt ├── brics_canonical.txt └── brics_sigmas.txt ├── density_vis.py ├── environment.yml ├── grad_vis.py ├── load_brics.py ├── requirements.txt ├── run_nerf.py └── 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