├── .gitignore ├── README.md ├── active_learning.py ├── adv_eval.py ├── commands.txt ├── data ├── data_background.mat └── notMNIST.pickle ├── gan.py ├── gan_pytorch.py ├── gan_utils.py ├── model ├── __init__.py ├── cnn.py ├── config │ ├── cnn-globe-bn.yaml │ ├── cnn-globe.yaml │ ├── fc-10.yaml │ ├── fc-mnist-400-drop-50.yaml │ ├── fc-mnist-400.yaml │ ├── fc1-mnist-100-drop-50.yaml │ └── fc1-mnist-100.yaml └── fc.py ├── notebooks └── Active Learning Analysis.ipynb ├── opt ├── __init__.py ├── config │ ├── sgd-mnist.yaml │ ├── sgld-mnist-1-1.yaml │ ├── sgld-mnist-2.yaml │ └── toy-base.yaml ├── gan-config │ ├── cnn-mnist-wgan-gp-bs32.yaml │ ├── gan1.yaml │ └── mnist-wgan-gp-bs32.yaml ├── gan_config │ └── toy2d.yaml ├── loss.py └── nsgd.py ├── paper-act2.sh ├── pgd.py ├── requirements.txt ├── tensorboard_monitor ├── __init__.py ├── configuration.py └── monitor.py ├── tflib ├── __init__.py ├── ops │ ├── __init__.py │ └── linear.py └── plot.py ├── train_new.py ├── train_toy2d.py └── utils.py 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