├── LICENSE ├── README.md ├── configs ├── deepsets.yaml ├── deepsets2.yaml ├── featurenorm.yaml ├── layernorm.yaml ├── setanomaly.yaml └── settransformer.yaml ├── datasets ├── __init__.py ├── real_datasets.py └── synthetic_datasets.py ├── experiments ├── deep_sets_analysis.py ├── feature_norm_analysis.py ├── layer_norm_analysis.py ├── set_anomaly.py ├── set_transformer_analysis.py └── utils.py ├── models ├── __init__.py ├── convolutional_models.py ├── deep_sets.py ├── deep_sets2.py ├── norms.py ├── set_transformer.py ├── set_transformer2.py ├── set_transformer2_agg.py └── utils.py ├── requirements.txt ├── scripts ├── celebA_preprocessing.py └── mnist_var_preprocessing.py ├── setup.py ├── tests ├── __init__.py └── test_norms.py └── train.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rajesh-lab/deep_permutation_invariant/HEAD/LICENSE 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