├── .gitignore ├── LICENSE ├── README.md ├── assets └── fig1.png ├── divdis.py ├── requirements.txt ├── subpopulation ├── README.md ├── analysis_utils.py ├── bert │ ├── bert.py │ └── distilbert.py ├── data │ ├── celebA_dataset.py │ ├── cmnist_dataset.py │ ├── confounder_dataset.py │ ├── confounder_utils.py │ ├── cub_dataset.py │ ├── data.py │ ├── dro_dataset.py │ ├── folds.py │ ├── label_shift_utils.py │ ├── meta_dataset_cat_dog.py │ ├── multinli_dataset.py │ ├── torchvision_datasets.py │ └── utils.py ├── dataset_metadata │ └── multinli │ │ ├── metadata_preset.csv │ │ └── metadata_random.csv ├── dataset_scripts │ ├── dataset_utils.py │ ├── generate_multinli.py │ └── generate_waterbirds.py ├── detection │ └── fasterrcnn.py ├── logs │ ├── final_results_10-10 │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_log.txt │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_test.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_train.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_val.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_log.txt │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_test.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_train.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_val.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_log.txt │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_test.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_train.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_val.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_log.txt │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_test.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_train.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_val.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_log.txt │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_test.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_train.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_val.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_log.txt │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_test.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_train.csv │ │ ├── CELEBA_1_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_val.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_log.txt │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_test.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_train.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_val.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_log.txt │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_test.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_train.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_val.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_log.txt │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_test.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_train.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_val.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_log.txt │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_test.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_train.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_val.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_log.txt │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_test.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_train.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_val.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_log.txt │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_test.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_train.csv │ │ ├── CELEBA_2_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_val.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_log.txt │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_test.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_train.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_val.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_log.txt │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_test.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_train.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_val.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_log.txt │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_test.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_train.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_val.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_log.txt │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_test.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_train.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_val.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_log.txt │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_test.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_train.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_val.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_log.txt │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_test.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_train.csv │ │ ├── CELEBA_3_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_val.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_log.txt │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_test.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_train.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_1_val.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_log.txt │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_test.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_train.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_2_val.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_log.txt │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_test.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_train.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-0.00_maj_bs32_lr0.0001_3_val.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_log.txt │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_test.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_train.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_1_val.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_log.txt │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_test.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_train.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_2_val.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_log.txt │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_test.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_train.csv │ │ ├── CELEBA_4_div_h2_mi-mean-10.00_kl_backward-10.00_maj_bs32_lr0.0001_3_val.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-0.00_maj_1_log.txt │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-0.00_maj_1_test.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-0.00_maj_1_train.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-0.00_maj_1_val.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-0.00_maj_2_log.txt │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-0.00_maj_2_test.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-0.00_maj_2_train.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-0.00_maj_2_val.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-0.00_maj_3_log.txt │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-0.00_maj_3_test.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-0.00_maj_3_train.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-0.00_maj_3_val.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-10.00_maj_1_log.txt │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-10.00_maj_1_test.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-10.00_maj_1_train.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-10.00_maj_1_val.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-10.00_maj_2_log.txt │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-10.00_maj_2_test.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-10.00_maj_2_train.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-10.00_maj_2_val.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-10.00_maj_3_log.txt │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-10.00_maj_3_test.csv │ │ ├── CUB_div_h2_mi-mean-10.00_kl_backward-10.00_maj_3_train.csv │ │ └── CUB_div_h2_mi-mean-10.00_kl_backward-10.00_maj_3_val.csv │ └── final_results_100-10 │ │ ├── CELEBA_1_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_1_log.txt │ │ ├── CELEBA_1_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_1_test.csv │ │ ├── CELEBA_1_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_1_train.csv │ │ ├── CELEBA_1_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_1_val.csv │ │ ├── CELEBA_1_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_2_log.txt │ │ ├── CELEBA_1_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_2_test.csv │ │ ├── CELEBA_1_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_2_train.csv │ │ ├── CELEBA_1_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_2_val.csv │ │ ├── CELEBA_1_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_3_log.txt │ │ ├── CELEBA_1_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_3_test.csv │ │ ├── CELEBA_1_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_3_train.csv │ │ ├── CELEBA_1_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_3_val.csv │ │ ├── CELEBA_2_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_1_log.txt │ │ ├── CELEBA_2_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_1_test.csv │ │ ├── CELEBA_2_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_1_train.csv │ │ ├── CELEBA_2_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_1_val.csv │ │ ├── CELEBA_2_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_2_log.txt │ │ ├── CELEBA_2_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_2_test.csv │ │ ├── CELEBA_2_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_2_train.csv │ │ ├── CELEBA_2_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_2_val.csv │ │ ├── CELEBA_2_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_3_log.txt │ │ ├── CELEBA_2_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_3_test.csv │ │ ├── CELEBA_2_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_3_train.csv │ │ ├── CELEBA_2_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_3_val.csv │ │ ├── CELEBA_3_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_1_log.txt │ │ ├── CELEBA_3_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_1_test.csv │ │ ├── CELEBA_3_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_1_train.csv │ │ ├── CELEBA_3_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_1_val.csv │ │ ├── CELEBA_3_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_2_log.txt │ │ ├── CELEBA_3_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_2_test.csv │ │ ├── CELEBA_3_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_2_train.csv │ │ ├── CELEBA_3_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_2_val.csv │ │ ├── CELEBA_3_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_3_log.txt │ │ ├── CELEBA_3_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_3_test.csv │ │ ├── CELEBA_3_div_h2_mi-mean-100.00_kl_backward-10.00_maj_bs32_lr0.0001_3_train.csv │ │ ├── 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CUB_div_h2_mi-mean-100.00_kl_backward-10.00_maj_1_log.txt │ │ ├── CUB_div_h2_mi-mean-100.00_kl_backward-10.00_maj_1_test.csv │ │ ├── CUB_div_h2_mi-mean-100.00_kl_backward-10.00_maj_1_train.csv │ │ ├── CUB_div_h2_mi-mean-100.00_kl_backward-10.00_maj_1_val.csv │ │ ├── CUB_div_h2_mi-mean-100.00_kl_backward-10.00_maj_2_log.txt │ │ ├── CUB_div_h2_mi-mean-100.00_kl_backward-10.00_maj_2_test.csv │ │ ├── CUB_div_h2_mi-mean-100.00_kl_backward-10.00_maj_2_train.csv │ │ ├── CUB_div_h2_mi-mean-100.00_kl_backward-10.00_maj_2_val.csv │ │ ├── CUB_div_h2_mi-mean-100.00_kl_backward-10.00_maj_3_log.txt │ │ ├── CUB_div_h2_mi-mean-100.00_kl_backward-10.00_maj_3_test.csv │ │ ├── CUB_div_h2_mi-mean-100.00_kl_backward-10.00_maj_3_train.csv │ │ └── CUB_div_h2_mi-mean-100.00_kl_backward-10.00_maj_3_val.csv ├── loss.py ├── models.py ├── parse_csv.py ├── parsed_results.txt ├── parser.py ├── run_expt.py ├── test_settings.sh ├── train.py ├── utils.py └── utils_glue.py ├── toy-classification ├── main.py ├── main_linear.py ├── plot_data.py ├── task_generator.py └── utils.py └── wilds ├── README.md ├── __init__.py ├── algorithms ├── AFN.py ├── BN.py ├── DANN.py ├── DivDis.py ├── ERM.py ├── IRM.py ├── LatentDivDis.py ├── algorithm.py ├── deepCORAL.py ├── fixmatch.py ├── groupDRO.py ├── group_algorithm.py ├── initializer.py ├── noisy_student.py ├── pseudolabel.py └── single_model_algorithm.py ├── configs ├── algorithm.py ├── data_loader.py ├── datasets.py ├── model.py ├── scheduler.py ├── supported.py └── utils.py ├── data_augmentation ├── __init__.py └── randaugment.py ├── evaluate.py ├── losses.py ├── models ├── CNN_genome.py ├── __init__.py ├── bert │ ├── __init__.py │ ├── bert.py │ └── distilbert.py ├── code_gpt.py ├── detection │ └── fasterrcnn.py ├── domain_adversarial_network.py ├── gnn.py ├── initializer.py ├── layers.py └── resnet_multispectral.py ├── noisy_student_wrapper.py ├── optimizer.py ├── pretraining ├── mlm │ ├── README.md │ ├── get_data.py │ ├── run_mlm.py │ └── 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