├── OpenCoS ├── datasets.py ├── imbalanced.py ├── models │ ├── __init__.py │ ├── aux_batchnorm.py │ ├── cifar_resnet.py │ ├── cifar_resnet_auxbn.py │ ├── meta_resnet.py │ ├── resnet.py │ ├── resnet_auxbn.py │ ├── wide_resnet.py │ └── wide_resnet_auxbn.py ├── randaugment.py ├── splits │ ├── cifar100_100pc_label_idx.npy │ ├── cifar100_25pc_label_idx.npy │ ├── cifar100_4pc_label_idx.npy │ ├── cifar100_unlabel_train_idx.npy │ ├── cifar10_25pc_label_idx.npy │ ├── cifar10_400pc_label_idx.npy │ ├── cifar10_4pc_label_idx.npy │ ├── cifar10_animal_25pc_label_idx.npy │ ├── cifar10_animal_4pc_label_idx.npy │ ├── cifar10_animal_test_idx.npy │ ├── cifar10_notanimal_unlabel_idx.npy │ ├── cifar10_unlabel_train_idx.npy │ ├── svhn_unlabel_train_idx.npy │ └── tiny_unlabel_train_idx.npy ├── splits_img │ ├── aquatic_animal_cls_25pc_train.npy │ ├── aquatic_animal_cls_idx.npy │ ├── aquatic_animal_cls_test.npy │ ├── aquatic_animal_cls_train.npy │ ├── bird_cls_25pc_train.npy │ ├── bird_cls_idx.npy │ ├── bird_cls_test.npy │ ├── bird_cls_train.npy │ ├── dog_cls_25pc_train.npy │ ├── dog_cls_idx.npy │ ├── dog_cls_test.npy │ ├── dog_cls_train.npy │ ├── food_cls_25pc_train.npy │ ├── food_cls_idx.npy │ ├── food_cls_test.npy │ ├── food_cls_train.npy │ ├── insect_cls_25pc_train.npy │ ├── insect_cls_idx.npy │ ├── insect_cls_test.npy │ ├── insect_cls_train.npy │ ├── primate_cls_25pc_train.npy │ ├── primate_cls_idx.npy │ ├── primate_cls_test.npy │ ├── primate_cls_train.npy │ ├── produce_cls_25pc_train.npy │ ├── produce_cls_idx.npy │ ├── produce_cls_test.npy │ ├── produce_cls_train.npy │ ├── reptile_cls_25pc_train.npy │ ├── reptile_cls_idx.npy │ ├── reptile_cls_test.npy │ ├── reptile_cls_train.npy │ ├── scenery_cls_25pc_train.npy │ ├── scenery_cls_idx.npy │ ├── scenery_cls_test.npy │ └── scenery_cls_train.npy ├── train.py ├── train_fixmatch.py ├── train_opencos_fixmatch.py ├── train_opencos_remixmatch.py ├── train_remixmatch.py └── utils.py ├── README.md ├── SimCLR ├── argument.py ├── 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