├── .github └── workflows │ ├── test_experiments.yaml │ └── test_gatr.yaml ├── .gitignore ├── LICENSE ├── README.md ├── config ├── amplitudes.yaml ├── classifier │ └── classifier.yaml ├── default.yaml ├── default_tagging.yaml ├── hydra.yaml ├── jctagging.yaml ├── model │ ├── cgenn_amplitudes.yaml │ ├── dsi_amplitudes.yaml │ ├── gap_amplitudes.yaml │ ├── gap_eventgen.yaml │ ├── gatr_amplitudes.yaml │ ├── gatr_eventgen.yaml │ ├── gatr_tagging.yaml │ ├── jetgpt.yaml │ ├── mlp_amplitudes.yaml │ ├── mlp_eventgen.yaml │ ├── tr_amplitudes.yaml │ └── tr_eventgen.yaml ├── qgtagging.yaml ├── toptagging.yaml ├── toptaggingft.yaml ├── ttbar-onshell.yaml ├── ttbar.yaml └── zmumu.yaml ├── config_paper ├── amplitudes.yaml ├── classifier │ └── classifier.yaml ├── default.yaml ├── default_tagging.yaml ├── hydra.yaml ├── jctagging.yaml ├── model │ ├── cgenn_amplitudes.yaml │ ├── dsi_amplitudes.yaml │ ├── gap_amplitudes.yaml │ ├── gatr_amplitudes.yaml │ ├── gatr_eventgen.yaml │ ├── gatr_tagging.yaml │ ├── jetgpt.yaml │ ├── mlp_amplitudes.yaml │ ├── mlp_eventgen.yaml │ ├── tr_amplitudes.yaml │ └── tr_eventgen.yaml ├── toptagging.yaml ├── toptaggingft.yaml └── ttbar.yaml ├── data ├── collect_data.py └── toptagging_mini.npz ├── experiments ├── amplitudes │ ├── dataset.py │ ├── experiment.py │ ├── plots.py │ ├── preprocessing.py │ └── wrappers.py ├── base_experiment.py ├── base_plots.py ├── baselines │ ├── __init__.py │ ├── cgenn │ │ ├── cgenn.py │ │ ├── cliffordalgebra.py │ │ ├── fcgp.py │ │ ├── gp.py │ │ ├── linear.py │ │ ├── metric.py │ │ ├── mvlayernorm.py │ │ ├── mvsilu.py │ │ ├── normalization.py │ │ └── utils.py │ ├── conditional_transformer.py │ ├── dsi.py │ ├── mlp.py │ └── transformer.py ├── eventgen │ ├── cfm.py │ ├── classifier.py │ ├── coordinates.py │ ├── dataset.py │ ├── distributions.py │ ├── experiment.py │ ├── geometry.py │ ├── helpers.py │ ├── jetgpt.py │ ├── plots.py │ ├── plotter.py │ ├── processes.py │ ├── transforms.py │ ├── utils.py │ └── wrappers.py ├── logger.py ├── misc.py ├── mlflow.py └── tagging │ ├── dataset.py │ ├── embedding.py │ ├── experiment.py │ ├── finetuneexperiment.py │ ├── jetclassexperiment.py │ ├── miniweaver │ ├── __init__.py │ ├── config.py │ ├── dataset.py │ ├── default.yaml │ ├── displacements.yaml │ ├── fileio.py │ ├── fourmomenta.yaml │ ├── loader.py │ ├── pid.yaml │ ├── preprocess.py │ └── tools.py │ ├── plots.py │ └── wrappers.py ├── gatr ├── __init__.py ├── interface │ ├── __init__.py │ ├── scalar.py │ ├── spurions.py │ └── vector.py ├── layers │ ├── __init__.py │ ├── attention │ │ ├── __init__.py │ │ ├── attention.py │ │ ├── config.py │ │ ├── positional_encoding.py │ │ ├── qkv.py │ │ └── self_attention.py │ ├── dropout.py │ ├── gatr_block.py │ ├── layer_norm.py │ ├── linear.py │ └── mlp │ │ ├── __init__.py │ │ ├── config.py │ │ ├── geometric_bilinears.py │ │ ├── mlp.py │ │ └── nonlinearities.py ├── nets │ ├── __init__.py │ ├── axial_gatr.py │ ├── gap.py │ └── gatr.py ├── primitives │ ├── __init__.py │ ├── attention.py │ ├── bilinear.py │ ├── dropout.py │ ├── invariants.py │ ├── linear.py │ ├── nonlinearities.py │ └── normalization.py └── utils │ ├── __init__.py │ ├── clifford.py │ ├── einsum.py │ ├── misc.py │ └── tensors.py ├── img └── gatr.png ├── pyproject.toml ├── requirements.txt ├── requirements_minimal.txt ├── run.py ├── tests ├── __init__.py ├── experiments │ ├── __init__.py │ └── eventgen │ │ ├── __init__.py │ │ ├── test_coordinates.py │ │ ├── test_distributions.py │ │ └── test_transforms.py ├── gatr │ ├── __init__.py │ ├── interface │ │ ├── __init__.py │ │ ├── test_scalar.py │ │ └── test_vector.py │ ├── layers │ │ ├── __init__.py │ │ ├── test_attention.py │ │ ├── test_dropout.py │ │ ├── test_gatr_block.py │ │ ├── test_geometric_bilinears.py │ │ ├── test_linear.py │ │ ├── test_mlp.py │ │ ├── test_nonlinearities.py │ │ ├── test_normalization.py │ │ └── test_positional_encoding.py │ ├── nets │ │ ├── __init__.py │ │ ├── test_axial_gatr.py │ │ ├── test_gap.py │ │ └── test_gatr.py │ ├── primitives │ │ ├── __init__.py │ │ ├── test_attention.py │ │ ├── test_bilinear.py │ │ ├── test_dropout.py │ │ ├── test_invariants.py │ │ ├── test_linear.py │ │ ├── test_nonlinearities.py │ │ └── test_normalization.py │ └── utils │ │ ├── __init__.py │ │ ├── test_clifford.py │ │ ├── test_einsum.py │ │ └── test_tensors.py └── helpers │ ├── __init__.py │ ├── constants.py │ ├── equivariance.py │ └── geometric_algebra.py └── tests_regression ├── __init__.py ├── regression_datasets ├── __init__.py ├── constants.py ├── particle_mass.py └── top_reconstruction.py └── test_regression.py /.github/workflows/test_experiments.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/heidelberg-hepml/lorentz-gatr/HEAD/.github/workflows/test_experiments.yaml -------------------------------------------------------------------------------- /.github/workflows/test_gatr.yaml: 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