├── .gitignore ├── LICENSE ├── README.md ├── datasets ├── CIFAR.py ├── FashionMNIST.py ├── MNIST.py ├── STL.py ├── TinyImagenet.py ├── __init__.py ├── noise.py ├── notMNIST.py └── permutation_files │ ├── notmnist.pth │ └── tinyimagenet.pth ├── docs ├── code_organization.md ├── eval3d.md ├── fig1.png ├── new.md ├── performance.png ├── pretrained.md └── train_reference_models.md ├── eval3d.py ├── global_vars.py ├── launch_visdom.sh ├── methods ├── __init__.py ├── base_threshold.py ├── binary_classifier.py ├── deep_ensemble.py ├── logistic_threshold.py ├── mcdropout.py ├── nearest_neighbor.py ├── odin.py ├── openmax.py ├── pixelcnn.py ├── reconstruction_error.py └── score_svm.py ├── models ├── __init__.py ├── autoencoders.py ├── classifiers.py └── pixelcnn │ ├── README.md │ ├── __init__.py │ ├── layers.py │ ├── model.py │ └── utils.py ├── setup ├── categories │ ├── __init__.py │ ├── ae_setup.py │ ├── classifier_setup.py │ ├── deep_ensemble_setup.py │ ├── kway_logistic_setup.py │ └── pixelcnn_setup.py ├── model_setup.py ├── requirements.txt └── setup.py └── utils ├── __init__.py ├── args.py ├── experiment_merger.py ├── iterative_trainer.py └── logger.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ashafaei/OD-test/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ashafaei/OD-test/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ashafaei/OD-test/HEAD/README.md -------------------------------------------------------------------------------- /datasets/CIFAR.py: -------------------------------------------------------------------------------- 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