├── ConvLayer.py ├── README.md ├── __init__.py ├── compute_inception_cifar.py ├── compute_loss.py ├── dataprep.py ├── datasets.py ├── distributions.py ├── draw_fig.py ├── experiment_celebA.sh ├── experiment_celebA_nips.sh ├── experiment_cifar.sh ├── experiment_cifar_diff_bnorm.sh ├── experiment_circle_online.sh ├── experiment_compute_inception_cifar.sh ├── experiment_lsun.sh ├── experiment_mog_diff_bnorm.sh ├── experiment_mog_online.sh ├── experiment_online_mnist.sh ├── experiment_spiral_online.sh ├── experiment_svhn.sh ├── generate_figs.py ├── graphing.py ├── imagenet_data.py ├── impainting.py ├── inception_score.py ├── layers ├── __init__.py └── helper_layers.py ├── lib ├── __init__.py ├── __init__.pyc ├── inits.py ├── nn.py ├── ops.py ├── ops.pyc ├── rng.py └── rng.pyc ├── load_data.py ├── load_lsun.py ├── log_analysis.py ├── mixture_viz.py ├── models ├── build_fcn.py ├── helper_layers.py ├── helper_layers.pyc ├── model_helpers.py ├── model_helpers.pyc └── unet.py ├── nn_layers.py ├── optimizers.py ├── parzen_estimate.py ├── setup.py ├── train_celebA.py ├── train_cifar_online.py ├── train_cifar_online_diff_bnorm.py ├── train_impainting.py ├── train_lsun.py ├── train_mixture_online.py ├── train_mog_different_batchnorm.py ├── train_spiral.py ├── train_spiral_online.py ├── train_svhn.py ├── util.py ├── vector_field.py ├── viz.py └── viz_cifar.py /ConvLayer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anirudh9119/walkback_nips17/HEAD/ConvLayer.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anirudh9119/walkback_nips17/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- 1 | 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