├── .gitignore ├── README.md ├── configs ├── 1d_gaussians │ ├── joint │ │ ├── mlp.py │ │ └── param.py │ └── time │ │ ├── mlp.py │ │ └── param.py ├── deeper_default_mnist_configs.py ├── default_mnist_configs.py ├── default_toy_configs.py ├── gmm_mutual_info │ ├── joint │ │ ├── mlp.py │ │ └── param.py │ └── time │ │ ├── mlp.py │ │ └── param.py └── mnist │ ├── flows │ └── z_flow_time_interpolate.py │ ├── z_copula_time_interpolate.py │ ├── z_flow_time_interpolate.py │ ├── z_gaussian_time_interpolate.py │ └── z_mlp_time_interpolate.py ├── dataset_utils.py ├── datasets.py ├── density_ratios.py ├── flow_ckpts ├── bs32_nice_checkpoint.pth ├── copula_best.pt ├── data_means.p ├── mintnet_checkpoint.pth ├── rq_nsf_best.pt ├── test_data_means.p └── test_data_stats.p ├── init_env.sh ├── likelihood.py ├── loss_history.py ├── losses.py ├── main.py ├── mintnet ├── .gitignore ├── README.md ├── configs │ ├── mnist_mintnet.yml │ ├── mnist_nice.yml │ └── mnist_nice2.yml ├── datasets │ └── imagenet.py ├── main.py ├── models │ ├── __init__.py │ ├── cnn_classification.py │ ├── cnn_flow.py │ ├── nice.py │ ├── resnet_classification.py │ └── utils.py ├── runners │ ├── __init__.py │ └── density_estimation_runner.py └── setup ├── models ├── __init__.py ├── ema.py ├── layers.py ├── layerspp.py ├── ncsn_flow.py ├── ncsn_unet.py ├── ncsnpp.py ├── normalization.py ├── toy_networks.py ├── up_or_down_sampling.py └── utils.py ├── nsf ├── .gitignore ├── LICENSE.md ├── README.md ├── convert_to_slurm.py ├── 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 ├── eval.sh ├── experiments │ ├── autils.py │ ├── cutils │ │ ├── __init__.py │ │ ├── io.py │ │ └── misc.py │ ├── face.py │ ├── faceeval.py │ ├── image_configs │ │ ├── cifar-10-5bit.json │ │ ├── cifar-10-8bit.json │ │ ├── copula │ │ │ ├── 0.json │ │ │ ├── 0a.json │ │ │ ├── 1.json │ │ │ ├── 2.json │ │ │ ├── 3.json │ │ │ ├── 4.json │ │ │ ├── 5.json │ │ │ └── 6.json │ │ ├── copula2 │ │ │ ├── 0.json │ │ │ ├── 1.json │ │ │ ├── 2.json │ │ │ └── 3.json │ │ ├── imagenet-64-5bit.json │ │ ├── imagenet-64-8bit.json │ │ ├── images_early_stop.py │ │ ├── mnist-8bit-copula.json │ │ ├── mnist-8bit-copula2.json │ │ ├── mnist-8bit-copula3.json │ │ ├── mnist-8bit-noise.json │ │ ├── mnist-8bit-noresnet.json │ │ ├── mnist-8bit-noresnet2.json │ │ ├── mnist-8bit-noresnet3.json │ │ ├── mnist-8bit-noresnet4.json │ │ ├── mnist-8bit-old.json │ │ ├── mnist-8bit-optim.json │ │ ├── mnist-8bit-tre.json │ │ ├── mnist-8bit-true-tre.json │ │ ├── mnist-8bit.json │ │ └── mnist-copula-recent.json │ ├── images.py │ ├── images_centering.py │ ├── images_centering_copula.py │ ├── images_centering_copula_test.py │ ├── images_copula.py │ ├── images_data.py │ ├── images_early_stop.py │ ├── images_noise.py │ ├── plane.py │ ├── planeeval.py │ ├── process_celeba_hq.py │ ├── process_imagenet.py │ ├── setup │ ├── uci.py │ └── vae_.py ├── images_centering.py ├── init_env.sh ├── 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 ├── nsf_utils │ ├── __init__.py │ ├── io.py │ ├── torchutils.py │ ├── torchutils_test.py │ └── typechecks.py ├── optim │ ├── __init__.py │ └── custom_lr_schedulers.py ├── scripts.txt └── vae │ ├── __init__.py │ ├── base.py │ └── base_test.py ├── op ├── __init__.py ├── fused_act.py ├── fused_bias_act.cpp ├── fused_bias_act_kernel.cu ├── upfirdn2d.cpp ├── upfirdn2d.py └── upfirdn2d_kernel.cu ├── requirements.txt ├── run_lib.py ├── run_lib_flow.py ├── run_lib_rqnsf_flow.py ├── sampling.py ├── sde_lib.py ├── toy_datasets.py ├── toy_losses.py ├── toy_mi_losses.py ├── toy_run_lib.py ├── utils.py └── vision.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/README.md -------------------------------------------------------------------------------- /configs/1d_gaussians/joint/mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/1d_gaussians/joint/mlp.py -------------------------------------------------------------------------------- /configs/1d_gaussians/joint/param.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/1d_gaussians/joint/param.py -------------------------------------------------------------------------------- /configs/1d_gaussians/time/mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/1d_gaussians/time/mlp.py -------------------------------------------------------------------------------- /configs/1d_gaussians/time/param.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/1d_gaussians/time/param.py -------------------------------------------------------------------------------- /configs/deeper_default_mnist_configs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/deeper_default_mnist_configs.py -------------------------------------------------------------------------------- /configs/default_mnist_configs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/default_mnist_configs.py -------------------------------------------------------------------------------- /configs/default_toy_configs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/default_toy_configs.py -------------------------------------------------------------------------------- /configs/gmm_mutual_info/joint/mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/gmm_mutual_info/joint/mlp.py -------------------------------------------------------------------------------- /configs/gmm_mutual_info/joint/param.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/gmm_mutual_info/joint/param.py -------------------------------------------------------------------------------- /configs/gmm_mutual_info/time/mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/gmm_mutual_info/time/mlp.py -------------------------------------------------------------------------------- /configs/gmm_mutual_info/time/param.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/gmm_mutual_info/time/param.py -------------------------------------------------------------------------------- /configs/mnist/flows/z_flow_time_interpolate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/mnist/flows/z_flow_time_interpolate.py -------------------------------------------------------------------------------- /configs/mnist/z_copula_time_interpolate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/mnist/z_copula_time_interpolate.py -------------------------------------------------------------------------------- /configs/mnist/z_flow_time_interpolate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/mnist/z_flow_time_interpolate.py -------------------------------------------------------------------------------- /configs/mnist/z_gaussian_time_interpolate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/mnist/z_gaussian_time_interpolate.py -------------------------------------------------------------------------------- /configs/mnist/z_mlp_time_interpolate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/configs/mnist/z_mlp_time_interpolate.py -------------------------------------------------------------------------------- /dataset_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/dataset_utils.py -------------------------------------------------------------------------------- /datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/datasets.py -------------------------------------------------------------------------------- /density_ratios.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/density_ratios.py -------------------------------------------------------------------------------- /flow_ckpts/bs32_nice_checkpoint.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/flow_ckpts/bs32_nice_checkpoint.pth -------------------------------------------------------------------------------- /flow_ckpts/copula_best.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/flow_ckpts/copula_best.pt -------------------------------------------------------------------------------- /flow_ckpts/data_means.p: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/flow_ckpts/data_means.p -------------------------------------------------------------------------------- /flow_ckpts/mintnet_checkpoint.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/flow_ckpts/mintnet_checkpoint.pth -------------------------------------------------------------------------------- /flow_ckpts/rq_nsf_best.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/flow_ckpts/rq_nsf_best.pt -------------------------------------------------------------------------------- /flow_ckpts/test_data_means.p: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/flow_ckpts/test_data_means.p -------------------------------------------------------------------------------- /flow_ckpts/test_data_stats.p: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/flow_ckpts/test_data_stats.p -------------------------------------------------------------------------------- /init_env.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/init_env.sh -------------------------------------------------------------------------------- /likelihood.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/likelihood.py -------------------------------------------------------------------------------- /loss_history.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/loss_history.py -------------------------------------------------------------------------------- /losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/losses.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/main.py -------------------------------------------------------------------------------- /mintnet/.gitignore: -------------------------------------------------------------------------------- 1 | runs/ 2 | run/ 3 | samples/ 4 | wandb/ 5 | -------------------------------------------------------------------------------- /mintnet/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/README.md -------------------------------------------------------------------------------- /mintnet/configs/mnist_mintnet.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/configs/mnist_mintnet.yml -------------------------------------------------------------------------------- /mintnet/configs/mnist_nice.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/configs/mnist_nice.yml -------------------------------------------------------------------------------- /mintnet/configs/mnist_nice2.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/configs/mnist_nice2.yml -------------------------------------------------------------------------------- /mintnet/datasets/imagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/datasets/imagenet.py -------------------------------------------------------------------------------- /mintnet/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/main.py -------------------------------------------------------------------------------- /mintnet/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mintnet/models/cnn_classification.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/models/cnn_classification.py -------------------------------------------------------------------------------- /mintnet/models/cnn_flow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/models/cnn_flow.py -------------------------------------------------------------------------------- /mintnet/models/nice.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/models/nice.py -------------------------------------------------------------------------------- /mintnet/models/resnet_classification.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/models/resnet_classification.py -------------------------------------------------------------------------------- /mintnet/models/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/models/utils.py -------------------------------------------------------------------------------- /mintnet/runners/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/runners/__init__.py -------------------------------------------------------------------------------- /mintnet/runners/density_estimation_runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/runners/density_estimation_runner.py -------------------------------------------------------------------------------- /mintnet/setup: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/mintnet/setup -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/models/__init__.py -------------------------------------------------------------------------------- /models/ema.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/models/ema.py -------------------------------------------------------------------------------- /models/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/models/layers.py -------------------------------------------------------------------------------- /models/layerspp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/models/layerspp.py -------------------------------------------------------------------------------- /models/ncsn_flow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/models/ncsn_flow.py -------------------------------------------------------------------------------- /models/ncsn_unet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/models/ncsn_unet.py -------------------------------------------------------------------------------- /models/ncsnpp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/models/ncsnpp.py -------------------------------------------------------------------------------- /models/normalization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/models/normalization.py -------------------------------------------------------------------------------- /models/toy_networks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/models/toy_networks.py -------------------------------------------------------------------------------- /models/up_or_down_sampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/models/up_or_down_sampling.py -------------------------------------------------------------------------------- /models/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/models/utils.py -------------------------------------------------------------------------------- /nsf/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/.gitignore -------------------------------------------------------------------------------- /nsf/LICENSE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/LICENSE.md -------------------------------------------------------------------------------- /nsf/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/README.md -------------------------------------------------------------------------------- /nsf/convert_to_slurm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/convert_to_slurm.py -------------------------------------------------------------------------------- /nsf/data/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/__init__.py -------------------------------------------------------------------------------- /nsf/data/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/base.py -------------------------------------------------------------------------------- /nsf/data/bsds300.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/bsds300.py -------------------------------------------------------------------------------- /nsf/data/caltech101.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /nsf/data/celeba.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/celeba.py -------------------------------------------------------------------------------- /nsf/data/cifar10.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/cifar10.py -------------------------------------------------------------------------------- /nsf/data/download.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/download.py -------------------------------------------------------------------------------- /nsf/data/frey.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /nsf/data/gas.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/gas.py -------------------------------------------------------------------------------- /nsf/data/hepmass.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/hepmass.py -------------------------------------------------------------------------------- /nsf/data/imagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/imagenet.py -------------------------------------------------------------------------------- /nsf/data/miniboone.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/miniboone.py -------------------------------------------------------------------------------- /nsf/data/omniglot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/omniglot.py -------------------------------------------------------------------------------- /nsf/data/plane.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/plane.py -------------------------------------------------------------------------------- /nsf/data/plane_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/plane_test.py -------------------------------------------------------------------------------- /nsf/data/power.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/data/power.py -------------------------------------------------------------------------------- /nsf/environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/environment.yml -------------------------------------------------------------------------------- /nsf/eval.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/eval.sh -------------------------------------------------------------------------------- /nsf/experiments/autils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/autils.py -------------------------------------------------------------------------------- /nsf/experiments/cutils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/cutils/__init__.py -------------------------------------------------------------------------------- /nsf/experiments/cutils/io.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/cutils/io.py -------------------------------------------------------------------------------- /nsf/experiments/cutils/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/cutils/misc.py -------------------------------------------------------------------------------- /nsf/experiments/face.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/face.py -------------------------------------------------------------------------------- /nsf/experiments/faceeval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/faceeval.py -------------------------------------------------------------------------------- /nsf/experiments/image_configs/cifar-10-5bit.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/cifar-10-5bit.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/cifar-10-8bit.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/cifar-10-8bit.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/copula/0.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/copula/0.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/copula/0a.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/copula/0a.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/copula/1.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/copula/1.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/copula/2.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/copula/2.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/copula/3.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/copula/3.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/copula/4.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/copula/4.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/copula/5.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/copula/5.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/copula/6.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/copula/6.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/copula2/0.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/copula2/0.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/copula2/1.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/copula2/1.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/copula2/2.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/copula2/2.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/copula2/3.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/copula2/3.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/imagenet-64-5bit.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/imagenet-64-5bit.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/imagenet-64-8bit.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/imagenet-64-8bit.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/images_early_stop.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/images_early_stop.py -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-8bit-copula.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-8bit-copula.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-8bit-copula2.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-8bit-copula2.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-8bit-copula3.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-8bit-copula3.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-8bit-noise.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-8bit-noise.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-8bit-noresnet.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-8bit-noresnet.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-8bit-noresnet2.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-8bit-noresnet2.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-8bit-noresnet3.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-8bit-noresnet3.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-8bit-noresnet4.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-8bit-noresnet4.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-8bit-old.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-8bit-old.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-8bit-optim.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-8bit-optim.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-8bit-tre.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-8bit-tre.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-8bit-true-tre.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-8bit-true-tre.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-8bit.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-8bit.json -------------------------------------------------------------------------------- /nsf/experiments/image_configs/mnist-copula-recent.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/image_configs/mnist-copula-recent.json -------------------------------------------------------------------------------- /nsf/experiments/images.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/images.py -------------------------------------------------------------------------------- /nsf/experiments/images_centering.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/images_centering.py -------------------------------------------------------------------------------- /nsf/experiments/images_centering_copula.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/images_centering_copula.py -------------------------------------------------------------------------------- /nsf/experiments/images_centering_copula_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/images_centering_copula_test.py -------------------------------------------------------------------------------- /nsf/experiments/images_copula.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/images_copula.py -------------------------------------------------------------------------------- /nsf/experiments/images_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/images_data.py -------------------------------------------------------------------------------- /nsf/experiments/images_early_stop.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/images_early_stop.py -------------------------------------------------------------------------------- /nsf/experiments/images_noise.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/images_noise.py -------------------------------------------------------------------------------- /nsf/experiments/plane.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/plane.py -------------------------------------------------------------------------------- /nsf/experiments/planeeval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/planeeval.py -------------------------------------------------------------------------------- /nsf/experiments/process_celeba_hq.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/process_celeba_hq.py -------------------------------------------------------------------------------- /nsf/experiments/process_imagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/process_imagenet.py -------------------------------------------------------------------------------- /nsf/experiments/setup: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /nsf/experiments/uci.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/uci.py -------------------------------------------------------------------------------- /nsf/experiments/vae_.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/experiments/vae_.py -------------------------------------------------------------------------------- /nsf/images_centering.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/images_centering.py -------------------------------------------------------------------------------- /nsf/init_env.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/init_env.sh -------------------------------------------------------------------------------- /nsf/nde/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /nsf/nde/distributions/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/distributions/__init__.py -------------------------------------------------------------------------------- /nsf/nde/distributions/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/distributions/base.py -------------------------------------------------------------------------------- /nsf/nde/distributions/discrete.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/distributions/discrete.py -------------------------------------------------------------------------------- /nsf/nde/distributions/discrete_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/distributions/discrete_test.py -------------------------------------------------------------------------------- /nsf/nde/distributions/mixture.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/distributions/mixture.py -------------------------------------------------------------------------------- /nsf/nde/distributions/normal.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/distributions/normal.py -------------------------------------------------------------------------------- /nsf/nde/distributions/normal_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/distributions/normal_test.py -------------------------------------------------------------------------------- /nsf/nde/distributions/uniform.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/distributions/uniform.py -------------------------------------------------------------------------------- /nsf/nde/flows/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/flows/__init__.py -------------------------------------------------------------------------------- /nsf/nde/flows/autoregressive.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/flows/autoregressive.py -------------------------------------------------------------------------------- /nsf/nde/flows/autoregressive_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/flows/autoregressive_test.py -------------------------------------------------------------------------------- /nsf/nde/flows/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/flows/base.py -------------------------------------------------------------------------------- /nsf/nde/flows/base_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/flows/base_test.py -------------------------------------------------------------------------------- /nsf/nde/flows/realnvp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/flows/realnvp.py -------------------------------------------------------------------------------- /nsf/nde/flows/realnvp_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/flows/realnvp_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/__init__.py -------------------------------------------------------------------------------- /nsf/nde/transforms/autoregressive.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/autoregressive.py -------------------------------------------------------------------------------- /nsf/nde/transforms/autoregressive_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/autoregressive_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/base.py -------------------------------------------------------------------------------- /nsf/nde/transforms/base_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/base_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/conv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/conv.py -------------------------------------------------------------------------------- /nsf/nde/transforms/conv_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/conv_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/coupling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/coupling.py -------------------------------------------------------------------------------- /nsf/nde/transforms/coupling_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/coupling_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/linear.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/linear.py -------------------------------------------------------------------------------- /nsf/nde/transforms/linear_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/linear_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/lu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/lu.py -------------------------------------------------------------------------------- /nsf/nde/transforms/lu_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/lu_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/made.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/made.py -------------------------------------------------------------------------------- /nsf/nde/transforms/made_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/made_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/nonlinearities.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/nonlinearities.py -------------------------------------------------------------------------------- /nsf/nde/transforms/nonlinearities_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/nonlinearities_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/normalization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/normalization.py -------------------------------------------------------------------------------- /nsf/nde/transforms/normalization_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/normalization_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/orthogonal.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/orthogonal.py -------------------------------------------------------------------------------- /nsf/nde/transforms/orthogonal_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/orthogonal_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/permutations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/permutations.py -------------------------------------------------------------------------------- /nsf/nde/transforms/permutations_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/permutations_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/qr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/qr.py -------------------------------------------------------------------------------- /nsf/nde/transforms/qr_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/qr_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/reshape.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/reshape.py -------------------------------------------------------------------------------- /nsf/nde/transforms/reshape_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/reshape_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/splines/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/splines/__init__.py -------------------------------------------------------------------------------- /nsf/nde/transforms/splines/cubic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/splines/cubic.py -------------------------------------------------------------------------------- /nsf/nde/transforms/splines/cubic_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/splines/cubic_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/splines/linear.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/splines/linear.py -------------------------------------------------------------------------------- /nsf/nde/transforms/splines/linear_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/splines/linear_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/splines/quadratic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/splines/quadratic.py -------------------------------------------------------------------------------- /nsf/nde/transforms/splines/quadratic_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/splines/quadratic_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/splines/rational_quadratic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/splines/rational_quadratic.py -------------------------------------------------------------------------------- /nsf/nde/transforms/splines/rational_quadratic_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/splines/rational_quadratic_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/standard.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/standard.py -------------------------------------------------------------------------------- /nsf/nde/transforms/standard_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/standard_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/svd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/svd.py -------------------------------------------------------------------------------- /nsf/nde/transforms/svd_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/svd_test.py -------------------------------------------------------------------------------- /nsf/nde/transforms/transform_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nde/transforms/transform_test.py -------------------------------------------------------------------------------- /nsf/nn/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nn/__init__.py -------------------------------------------------------------------------------- /nsf/nn/attention.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nn/attention.py -------------------------------------------------------------------------------- /nsf/nn/conv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nn/conv.py -------------------------------------------------------------------------------- /nsf/nn/mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nn/mlp.py -------------------------------------------------------------------------------- /nsf/nn/mlp_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nn/mlp_test.py -------------------------------------------------------------------------------- /nsf/nn/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nn/resnet.py -------------------------------------------------------------------------------- /nsf/nn/unet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nn/unet.py -------------------------------------------------------------------------------- /nsf/nsf_utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nsf_utils/__init__.py -------------------------------------------------------------------------------- /nsf/nsf_utils/io.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nsf_utils/io.py -------------------------------------------------------------------------------- /nsf/nsf_utils/torchutils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nsf_utils/torchutils.py -------------------------------------------------------------------------------- /nsf/nsf_utils/torchutils_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nsf_utils/torchutils_test.py -------------------------------------------------------------------------------- /nsf/nsf_utils/typechecks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/nsf_utils/typechecks.py -------------------------------------------------------------------------------- /nsf/optim/__init__.py: -------------------------------------------------------------------------------- 1 | from .custom_lr_schedulers import CosineAnnealingWarmUpLR 2 | -------------------------------------------------------------------------------- /nsf/optim/custom_lr_schedulers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/optim/custom_lr_schedulers.py -------------------------------------------------------------------------------- /nsf/scripts.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/scripts.txt -------------------------------------------------------------------------------- /nsf/vae/__init__.py: -------------------------------------------------------------------------------- 1 | from .base import VariationalAutoencoder 2 | -------------------------------------------------------------------------------- /nsf/vae/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/vae/base.py -------------------------------------------------------------------------------- /nsf/vae/base_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/nsf/vae/base_test.py -------------------------------------------------------------------------------- /op/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/op/__init__.py -------------------------------------------------------------------------------- /op/fused_act.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/op/fused_act.py -------------------------------------------------------------------------------- /op/fused_bias_act.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/op/fused_bias_act.cpp -------------------------------------------------------------------------------- /op/fused_bias_act_kernel.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/op/fused_bias_act_kernel.cu -------------------------------------------------------------------------------- /op/upfirdn2d.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/op/upfirdn2d.cpp -------------------------------------------------------------------------------- /op/upfirdn2d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/op/upfirdn2d.py -------------------------------------------------------------------------------- /op/upfirdn2d_kernel.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/op/upfirdn2d_kernel.cu -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/requirements.txt -------------------------------------------------------------------------------- /run_lib.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/run_lib.py -------------------------------------------------------------------------------- /run_lib_flow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/run_lib_flow.py -------------------------------------------------------------------------------- /run_lib_rqnsf_flow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/run_lib_rqnsf_flow.py -------------------------------------------------------------------------------- /sampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/sampling.py -------------------------------------------------------------------------------- /sde_lib.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/sde_lib.py -------------------------------------------------------------------------------- /toy_datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/toy_datasets.py -------------------------------------------------------------------------------- /toy_losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/toy_losses.py -------------------------------------------------------------------------------- /toy_mi_losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/toy_mi_losses.py -------------------------------------------------------------------------------- /toy_run_lib.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/toy_run_lib.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/utils.py -------------------------------------------------------------------------------- /vision.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ermongroup/dre-infinity/HEAD/vision.py --------------------------------------------------------------------------------