├── .gitattributes ├── .gitignore ├── LICENSE.md ├── README.md ├── mean_teacher.png ├── nips_2017_poster.pdf ├── nips_2017_slides.pdf ├── pytorch ├── .gitignore ├── README.md ├── data-local │ ├── bin │ │ ├── link_cifar10_train.sh │ │ ├── link_cifar10_val.sh │ │ ├── prepare_cifar10.sh │ │ └── unpack_cifar10.py │ └── labels │ │ ├── bin │ │ ├── create_balanced_semisupervised_labels.sh │ │ └── prepare_semisupervised_sets.sh │ │ ├── cifar10 │ │ ├── 1000_balanced_labels │ │ │ ├── 00.txt │ │ │ ├── 01.txt │ │ │ ├── 02.txt │ │ │ ├── 03.txt │ │ │ ├── 04.txt │ │ │ ├── 05.txt │ │ │ ├── 06.txt │ │ │ ├── 07.txt │ │ │ ├── 08.txt │ │ │ ├── 09.txt │ │ │ ├── 10.txt │ │ │ ├── 11.txt │ │ │ ├── 12.txt │ │ │ ├── 13.txt │ │ │ ├── 14.txt │ │ │ ├── 15.txt │ │ │ ├── 16.txt │ │ │ ├── 17.txt │ │ │ ├── 18.txt │ │ │ └── 19.txt │ │ └── 4000_balanced_labels │ │ │ ├── 00.txt │ │ │ ├── 01.txt │ │ │ ├── 02.txt │ │ │ ├── 03.txt │ │ │ ├── 04.txt │ │ │ ├── 05.txt │ │ │ ├── 06.txt │ │ │ ├── 07.txt │ │ │ ├── 08.txt │ │ │ ├── 09.txt │ │ │ ├── 10.txt │ │ │ ├── 11.txt │ │ │ ├── 12.txt │ │ │ ├── 13.txt │ │ │ ├── 14.txt │ │ │ ├── 15.txt │ │ │ ├── 16.txt │ │ │ ├── 17.txt │ │ │ ├── 18.txt │ │ │ └── 19.txt │ │ └── ilsvrc2012 │ │ └── 128000_balanced_labels │ │ ├── 00.txt │ │ ├── 01.txt │ │ ├── 02.txt │ │ ├── 03.txt │ │ ├── 04.txt │ │ ├── 05.txt │ │ ├── 06.txt │ │ ├── 07.txt │ │ ├── 08.txt │ │ ├── 09.txt │ │ ├── 10.txt │ │ ├── 11.txt │ │ ├── 12.txt │ │ ├── 13.txt │ │ ├── 14.txt │ │ ├── 15.txt │ │ ├── 16.txt │ │ ├── 17.txt │ │ ├── 18.txt │ │ └── 19.txt ├── experiments │ ├── __init__.py │ ├── cifar10_test.py │ └── imagenet_valid.py ├── main.py ├── mean_teacher │ ├── __init__.py │ ├── architectures.py │ ├── cli.py │ ├── data.py │ ├── datasets.py │ ├── losses.py │ ├── ramps.py │ ├── run_context.py │ ├── tests │ │ ├── __init__.py │ │ └── test_data.py │ └── utils.py └── pytest.ini └── tensorflow ├── README.md ├── datasets ├── __init__.py ├── cifar10.py ├── preprocess_cifar10.py ├── svhn.py ├── tests │ ├── __init__.py │ ├── test_cifar10.py │ ├── test_svhn.py │ └── test_utils.py └── utils.py ├── experiments ├── __init__.py ├── cifar10_final_eval.py ├── cifar10_no_augmentation_final_eval.py ├── cifar10_supervised_final_eval.py ├── cifar10_supervised_no_augmentation_final_eval.py ├── run_context.py ├── svhn_250_vary_consistency_cost.py ├── svhn_250_vary_dropout.py ├── svhn_250_vary_ema_decay.py ├── svhn_250_vary_logit_distance_cost.py ├── svhn_250_vary_perturbation.py ├── svhn_250_vary_trust.py ├── svhn_final_eval.py ├── svhn_no_augmentation_final_eval.py ├── svhn_supervised_final_eval.py └── svhn_supervised_no_augmentation_final_eval.py ├── mean_teacher ├── __init__.py ├── framework.py ├── minibatching.py ├── model.py ├── nn.py ├── string_utils.py ├── tests │ ├── __init__.py │ └── test_minibatching.py └── weight_norm.py ├── prepare_data.sh ├── train_cifar10.py └── train_svhn.py /.gitattributes: -------------------------------------------------------------------------------- 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