├── .github └── workflows │ └── python-package.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── LICENSE ├── README.rst ├── SECURITY.md ├── algorithms ├── __init__.py ├── algo.py ├── csd.py ├── dann.py ├── erm.py ├── erm_match.py ├── hybrid.py ├── irm.py ├── match_dg.py └── mmd.py ├── azure_scripts ├── chest.yaml ├── chest_ctr.yaml ├── chest_ctr_spur.yaml ├── chest_matchdg.yaml ├── chest_matchdg_spur.yaml ├── chest_spur.yaml ├── fmnist.yaml ├── irm_fashion.yaml ├── irm_mnist.yaml ├── mnist.yaml ├── mnist_ctr.yaml ├── mnist_ctr_spur.yaml ├── mnist_spur.yaml ├── pacs.yaml ├── pacs_art_painting.yaml ├── pacs_cartoon.yaml ├── pacs_ctr.yaml ├── pacs_erm.yaml ├── pacs_hybrid.yaml ├── pacs_matchdg.yaml ├── pacs_perfect.yaml ├── pacs_photo.yaml ├── pacs_random.yaml ├── pacs_sketch.yaml └── setup_data_mnist.yaml ├── chestxray_download.txt ├── data ├── __init__.py ├── adult_loader.py ├── chestxray_loader.py ├── chestxray_loader_aug.py ├── chestxray_loader_match_eval.py ├── data_gen_domainbed.py ├── data_gen_mnist.py ├── data_loader.py ├── mnist_loader.py ├── mnist_loader_match_eval.py ├── mnist_loader_match_eval_spur.py ├── mnist_loader_spur.py ├── pacs_loader.py ├── pacs_loader_aug.py ├── pacs_loader_match_eval.py ├── slab_loader.py └── slab_loader_spur.py ├── data_gen_syn.py ├── docs ├── _config.yml └── notebooks │ ├── ChestXRay_Translate.ipynb │ ├── Preprocess.ipynb │ ├── Spur_Rotated_MNIST.ipynb │ ├── beta │ ├── HParam_Plots.ipynb │ ├── adult_dataset.ipynb │ └── mnist_results.ipynb │ ├── helper_plots.ipynb │ ├── images │ ├── 0.jpg │ ├── 15.jpg │ ├── 30.jpg │ ├── 45.jpg │ ├── 60.jpg │ ├── 75.jpg │ ├── 90.jpg │ └── t_sne.png │ ├── privacy_plots.ipynb │ ├── reproduce_results.ipynb │ └── robustdg_getting_started.ipynb ├── evaluation ├── attribute_attack.py ├── base_eval.py ├── feat_eval.py ├── logit_hist.py ├── match_eval.py ├── per_domain_acc.py ├── privacy_attack.py ├── privacy_entropy.py ├── privacy_loss_attack.py ├── slab_feat_eval.py └── t_sne.py ├── misc_scripts ├── adult.txt └── logit_plot_slab.py ├── models ├── alexnet.py ├── densenet.py ├── domain_bed_mnist.py ├── fc.py ├── lenet.py ├── resnet.py └── slab.py ├── reproduce_scripts ├── cxray_plot.py ├── cxray_run.py ├── mnist_mdg_ctr_run.py ├── mnist_plot.py ├── mnist_run.py ├── pacs_run.py ├── reproduce_rmnist_domainbed.py ├── reproduce_rmnist_lenet.py ├── reproduce_slab.py ├── slab-plot.py ├── slab-run.py └── slab-tune.py ├── requirements.txt ├── requirements_new.txt ├── test.py ├── test_slab.py ├── train.py └── utils ├── __init__.py ├── attribute_attack.py ├── bnlearn_data.py ├── helper.py ├── match_function.py ├── privacy_attack.py ├── scripts ├── __init__.py ├── data_utils.py ├── ensemble.py ├── gendata.py ├── gpu_utils.py ├── lms_utils.py ├── mnistcifar_utils.py ├── ptb_utils.py ├── synth_models.py └── utils.py └── slab_data.py /.github/workflows/python-package.yml: -------------------------------------------------------------------------------- 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