├── README.md ├── assets ├── PET_arch.pdf └── PET_arch.png ├── checkpoints └── PET_jetclass_8_local_layer_scale_token_baseline_all.weights.h5 ├── preprocessing ├── dataloader.py ├── preprocess_atlas.py ├── preprocess_cms.py ├── preprocess_eicpythia.py ├── preprocess_h1.py ├── preprocess_jetclass.py ├── preprocess_jetnet.py ├── preprocess_lhco.py ├── preprocess_omnifold.py ├── preprocess_opt.py ├── preprocess_qg.py └── preprocess_top.py ├── requirements.txt └── scripts ├── PET.py ├── PET_eicpythia.py ├── PET_jetnet.py ├── PET_lhco.py ├── classify_lhco.py ├── evaluate_classifiers.py ├── evaluate_classifiers_lhco.py ├── evaluate_eic.py ├── evaluate_jetnet.py ├── evaluate_lhco.py ├── evaluate_omnifold.py ├── layers.py ├── omnifold.py ├── plot_losses.py ├── plot_utils.py ├── plotter.py ├── train.py ├── train_atlas.py ├── train_eicpythia.py ├── train_jetnet.py ├── train_lhco.py ├── train_omnifold.py └── utils.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/README.md -------------------------------------------------------------------------------- /assets/PET_arch.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/assets/PET_arch.pdf -------------------------------------------------------------------------------- /assets/PET_arch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/assets/PET_arch.png -------------------------------------------------------------------------------- /checkpoints/PET_jetclass_8_local_layer_scale_token_baseline_all.weights.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/checkpoints/PET_jetclass_8_local_layer_scale_token_baseline_all.weights.h5 -------------------------------------------------------------------------------- /preprocessing/dataloader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/preprocessing/dataloader.py -------------------------------------------------------------------------------- /preprocessing/preprocess_atlas.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/preprocessing/preprocess_atlas.py -------------------------------------------------------------------------------- /preprocessing/preprocess_cms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/preprocessing/preprocess_cms.py -------------------------------------------------------------------------------- /preprocessing/preprocess_eicpythia.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/preprocessing/preprocess_eicpythia.py -------------------------------------------------------------------------------- /preprocessing/preprocess_h1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/preprocessing/preprocess_h1.py -------------------------------------------------------------------------------- /preprocessing/preprocess_jetclass.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/preprocessing/preprocess_jetclass.py -------------------------------------------------------------------------------- /preprocessing/preprocess_jetnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/preprocessing/preprocess_jetnet.py -------------------------------------------------------------------------------- /preprocessing/preprocess_lhco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/preprocessing/preprocess_lhco.py -------------------------------------------------------------------------------- /preprocessing/preprocess_omnifold.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/preprocessing/preprocess_omnifold.py -------------------------------------------------------------------------------- /preprocessing/preprocess_opt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/preprocessing/preprocess_opt.py -------------------------------------------------------------------------------- /preprocessing/preprocess_qg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/preprocessing/preprocess_qg.py -------------------------------------------------------------------------------- /preprocessing/preprocess_top.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/preprocessing/preprocess_top.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/requirements.txt -------------------------------------------------------------------------------- /scripts/PET.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/PET.py -------------------------------------------------------------------------------- /scripts/PET_eicpythia.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/PET_eicpythia.py -------------------------------------------------------------------------------- /scripts/PET_jetnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/PET_jetnet.py -------------------------------------------------------------------------------- /scripts/PET_lhco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/PET_lhco.py -------------------------------------------------------------------------------- /scripts/classify_lhco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/classify_lhco.py -------------------------------------------------------------------------------- /scripts/evaluate_classifiers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/evaluate_classifiers.py -------------------------------------------------------------------------------- /scripts/evaluate_classifiers_lhco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/evaluate_classifiers_lhco.py -------------------------------------------------------------------------------- /scripts/evaluate_eic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/evaluate_eic.py -------------------------------------------------------------------------------- /scripts/evaluate_jetnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/evaluate_jetnet.py -------------------------------------------------------------------------------- /scripts/evaluate_lhco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/evaluate_lhco.py -------------------------------------------------------------------------------- /scripts/evaluate_omnifold.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/evaluate_omnifold.py -------------------------------------------------------------------------------- /scripts/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/layers.py -------------------------------------------------------------------------------- /scripts/omnifold.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/omnifold.py -------------------------------------------------------------------------------- /scripts/plot_losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/plot_losses.py -------------------------------------------------------------------------------- /scripts/plot_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/plot_utils.py -------------------------------------------------------------------------------- /scripts/plotter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/plotter.py -------------------------------------------------------------------------------- /scripts/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/train.py -------------------------------------------------------------------------------- /scripts/train_atlas.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/train_atlas.py -------------------------------------------------------------------------------- /scripts/train_eicpythia.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/train_eicpythia.py -------------------------------------------------------------------------------- /scripts/train_jetnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/train_jetnet.py -------------------------------------------------------------------------------- /scripts/train_lhco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/train_lhco.py -------------------------------------------------------------------------------- /scripts/train_omnifold.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/train_omnifold.py -------------------------------------------------------------------------------- /scripts/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ViniciusMikuni/OmniLearn/HEAD/scripts/utils.py --------------------------------------------------------------------------------