├── .gitignore ├── LICENSE ├── README.md ├── data ├── full_hadronic_ttbar │ ├── example.h5 │ └── example.txt └── semi_leptonic_ttH │ ├── example.h5 │ └── example.txt ├── docs ├── Dataset.md ├── EventInfo.md ├── Options.md ├── TTBar.md └── TTH.md ├── environment_cuda118.yaml ├── environment_cuda121.yaml ├── event_files ├── full_hadronic_ttbar.yaml └── semi_leptonic_ttH.yaml ├── options_files ├── full_hadronic_ttbar │ ├── example.json │ └── full_training.json ├── semi_leptonic_ttH │ └── example.json ├── ttH.json └── tttt.json ├── setup.py ├── spanet ├── __init__.py ├── dataset │ ├── __init__.py │ ├── evaluator.py │ ├── event_info.py │ ├── inputs │ │ ├── BaseInput.py │ │ ├── GlobalInput.py │ │ ├── RelativeInput.py │ │ ├── SequentialInput.py │ │ └── __init__.py │ ├── jet_reconstruction_dataset.py │ ├── regressions │ │ ├── __init__.py │ │ ├── base_regression.py │ │ ├── gaussian_regression.py │ │ ├── laplacian_regression.py │ │ └── log_gaussian_regression.py │ └── types.py ├── evaluation.py ├── export.py ├── interface.py ├── network │ ├── __init__.py │ ├── jet_reconstruction │ │ ├── __init__.py │ │ ├── jet_reconstruction_base.py │ │ ├── jet_reconstruction_network.py │ │ ├── jet_reconstruction_optimization.py │ │ ├── jet_reconstruction_training.py │ │ ├── jet_reconstruction_validation.py │ │ └── sherpa_network.py │ ├── layers │ │ ├── __init__.py │ │ ├── branch_decoder.py │ │ ├── branch_linear │ │ │ ├── __init__.py │ │ │ ├── branch_linear.py │ │ │ ├── multioutput_branch_linear.py │ │ │ └── normalized_branch_linear.py │ │ ├── classification_decoder.py │ │ ├── embedding │ │ │ ├── __init__.py │ │ │ ├── combined_vector_embedding.py │ │ │ ├── global_vector_embedding.py │ │ │ ├── multi_input_vector_embedding.py │ │ │ ├── normalizer.py │ │ │ ├── position_embedding.py │ │ │ ├── relative_vector_embedding.py │ │ │ └── sequential_vector_embedding.py │ │ ├── embedding_stack.py │ │ ├── linear_block │ │ │ ├── __init__.py │ │ │ ├── activations.py │ │ │ ├── basic_block.py │ │ │ ├── gated_block.py │ │ │ ├── gru_block.py │ │ │ ├── masking.py │ │ │ ├── normalizations.py │ │ │ └── resnet_block.py │ │ ├── linear_stack.py │ │ ├── regression_decoder.py │ │ ├── stacked_encoder.py │ │ ├── transformer │ │ │ ├── __init__.py │ │ │ ├── gated_transformer.py │ │ │ ├── norm_first_transformer.py │ │ │ ├── standard_transformer.py │ │ │ └── transformer_base.py │ │ └── vector_encoder.py │ ├── learning_rate_schedules.py │ ├── prediction_selection.py │ ├── prediction_selection_old.py │ ├── symmetric_attention │ │ ├── __init__.py │ │ ├── symmetric_attention_base.py │ │ ├── symmetric_attention_full.py │ │ └── symmetric_attention_split.py │ └── utilities │ │ ├── __init__.py │ │ ├── divergence_losses.py │ │ ├── group_theory.py │ │ ├── linear_form.py │ │ ├── masked_softmax.py │ │ ├── masked_softmax_new.py │ │ ├── masked_softmax_no_gradient.py │ │ └── masked_softmax_old.py ├── options.py ├── predict.py ├── test.py ├── train.py └── tune.py └── utils ├── concatenate_hdf5.py ├── 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