├── .gitignore ├── LICENSE.md ├── README.md ├── data ├── __init__.py ├── base.py ├── bsds300.py ├── caltech101.py ├── celeba.py ├── cifar10.py ├── download.py ├── frey.py ├── gas.py ├── hepmass.py ├── imagenet.py ├── miniboone.py ├── omniglot.py ├── plane.py ├── plane_test.py └── power.py ├── environment.yml ├── experiments ├── autils.py ├── cutils │ ├── __init__.py │ ├── io.py │ └── misc.py ├── face.py ├── faceeval.py ├── image_configs │ ├── cifar-10-5bit.json │ ├── cifar-10-8bit.json │ ├── imagenet-64-5bit.json │ └── imagenet-64-8bit.json ├── images.py ├── images_data.py ├── plane.py ├── planeeval.py ├── process_celeba_hq.py ├── process_imagenet.py ├── uci.py └── vae_.py ├── nde ├── __init__.py ├── distributions │ ├── __init__.py │ ├── base.py │ ├── discrete.py │ ├── discrete_test.py │ ├── mixture.py │ ├── normal.py │ ├── normal_test.py │ └── uniform.py ├── flows │ ├── __init__.py │ ├── autoregressive.py │ ├── autoregressive_test.py │ ├── base.py │ ├── base_test.py │ ├── realnvp.py │ └── realnvp_test.py └── transforms │ ├── __init__.py │ ├── autoregressive.py │ ├── autoregressive_test.py │ ├── base.py │ ├── base_test.py │ ├── conv.py │ ├── conv_test.py │ ├── coupling.py │ ├── coupling_test.py │ ├── linear.py │ ├── linear_test.py │ ├── lu.py │ ├── lu_test.py │ ├── made.py │ ├── made_test.py │ ├── nonlinearities.py │ ├── nonlinearities_test.py │ ├── normalization.py │ ├── normalization_test.py │ ├── orthogonal.py │ ├── orthogonal_test.py │ ├── permutations.py │ ├── permutations_test.py │ ├── qr.py │ ├── qr_test.py │ ├── reshape.py │ ├── reshape_test.py │ ├── splines │ ├── __init__.py │ ├── cubic.py │ ├── cubic_test.py │ ├── linear.py │ ├── linear_test.py │ ├── quadratic.py │ ├── quadratic_test.py │ ├── rational_quadratic.py │ └── rational_quadratic_test.py │ ├── standard.py │ ├── standard_test.py │ ├── svd.py │ ├── svd_test.py │ └── transform_test.py ├── nn ├── __init__.py ├── attention.py ├── conv.py ├── mlp.py ├── mlp_test.py ├── resnet.py └── unet.py ├── optim ├── 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