├── .gitignore ├── Blahut_Arimoto ├── BA_mnist.py └── BlahutArimoto.py ├── GaussianSource.ipynb ├── GaussianSource.py ├── LICENSE.txt ├── NERDlagr.py ├── NERDlagr_curve.py ├── README.md ├── dataloaders.py ├── models.py ├── one_shot_PFRlagr.py ├── plotRDcurves_release.ipynb ├── plots └── NERD_gaussian.pdf ├── scripts ├── NERD_Gaussian.sh ├── NERD_Gaussian2.sh ├── NERD_MNIST.sh ├── NERD_SVHN.sh ├── NERD_Sawbridge.sh ├── RCC_Gaussian.sh ├── RCC_MNIST.sh └── RCC_SVHN.sh ├── trained_gan ├── wgan_gp_CIFAR.ckpt ├── wgan_gp_MNIST.ckpt └── wgan_gp_SVHN.ckpt ├── trained_lagr ├── trained_Gaussian │ ├── NERD_Gaussian_lmbda-0.250.pt │ ├── NERD_Gaussian_lmbda-0.500.pt │ ├── NERD_Gaussian_lmbda-1.000.pt │ ├── NERD_Gaussian_lmbda-10.000.pt │ ├── NERD_Gaussian_lmbda-2.000.pt │ ├── NERD_Gaussian_lmbda-3.000.pt │ ├── NERD_Gaussian_lmbda-4.000.pt │ ├── NERD_Gaussian_lmbda-6.000.pt │ └── NERD_Gaussian_lmbda-8.000.pt ├── trained_Gaussian2 │ ├── NERD_Gaussian2_lmbda-0.250.pt │ ├── NERD_Gaussian2_lmbda-1.000.pt │ ├── NERD_Gaussian2_lmbda-10.000.pt │ ├── NERD_Gaussian2_lmbda-20.000.pt │ ├── NERD_Gaussian2_lmbda-3.000.pt │ └── NERD_Gaussian2_lmbda-6.000.pt ├── trained_MNIST │ ├── NERD_MNIST_lmbda-0.050.pt │ ├── NERD_MNIST_lmbda-0.100.pt │ ├── NERD_MNIST_lmbda-0.150.pt │ ├── NERD_MNIST_lmbda-0.200.pt │ ├── NERD_MNIST_lmbda-0.250.pt │ ├── NERD_MNIST_lmbda-0.300.pt │ ├── NERD_MNIST_lmbda-0.400.pt │ ├── NERD_MNIST_lmbda-0.500.pt │ ├── NERD_MNIST_lmbda-1.000.pt │ ├── NERD_MNIST_lmbda-10.000.pt │ ├── NERD_MNIST_lmbda-2.000.pt │ ├── NERD_MNIST_lmbda-20.000.pt │ ├── NERD_MNIST_lmbda-3.000.pt │ └── NERD_MNIST_lmbda-6.000.pt └── trained_SVHN │ ├── NERD_SVHN_lmbda-0.010.pt │ ├── NERD_SVHN_lmbda-0.020.pt │ ├── NERD_SVHN_lmbda-0.050.pt │ ├── NERD_SVHN_lmbda-0.100.pt │ ├── NERD_SVHN_lmbda-0.200.pt │ ├── NERD_SVHN_lmbda-0.300.pt │ ├── NERD_SVHN_lmbda-0.400.pt │ ├── NERD_SVHN_lmbda-0.500.pt │ ├── NERD_SVHN_lmbda-1.000.pt │ ├── NERD_SVHN_lmbda-10.000.pt │ └── 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