├── .gitignore ├── LICENSE ├── README.md ├── experiments ├── eval │ ├── bpd │ │ ├── _eval_elbo.py │ │ ├── _eval_exact.py │ │ ├── dequant_gap_pixelcnn.sh │ │ ├── dequant_gap_pixelcnn_pp.sh │ │ ├── dequant_gap_pixelcnn_quad.sh │ │ ├── elbo_pixelcnn.py │ │ ├── elbo_pixelcnn_pp.py │ │ ├── elbo_pixelcnn_quad.py │ │ ├── exact_deep_pixelcnn_drop.py │ │ ├── exact_deep_pixelcnn_quad_drop.py │ │ ├── exact_pixelcnn.py │ │ ├── exact_pixelcnn_pp.py │ │ ├── exact_pixelcnn_quad.py │ │ └── multilayer.sh │ └── interpolations │ │ ├── _interpolate.py │ │ ├── interp_pixelcnn.sh │ │ ├── interp_pixelcnn_pp.sh │ │ ├── pixelcnn.py │ │ └── pixelcnn_pp.py └── train │ ├── dequant_gap.sh │ ├── elbo_pixelcnn.py │ ├── elbo_pixelcnn_pp.py │ ├── elbo_pixelcnn_quad.py │ ├── exact_combo_pp_quad.py │ ├── exact_combo_quad_pp.py │ ├── exact_deep_pixelcnn_drop.py │ ├── exact_deep_pixelcnn_quad_drop.py │ ├── exact_pixelcnn.py │ ├── exact_pixelcnn_pp.py │ ├── exact_pixelcnn_quad.py │ ├── imagenet32_exact_deep_pixelcnn.py │ ├── imagenet32_exact_deep_pixelcnn_quad.py │ ├── imagenet64_exact_deep_pixelcnn.py │ ├── imagenet64_exact_deep_pixelcnn_quad.py │ ├── interpolations.sh │ ├── multilayer.sh │ ├── multilayer_imagenet.sh │ ├── multilayer_pixelcnn_pp.sh │ └── setups │ ├── __init__.py │ ├── argparse.py │ ├── base_setup.py │ ├── callbacks │ ├── __init__.py │ ├── callback.py │ ├── checkpoint.py │ ├── loss_logging.py │ ├── metric_logging.py │ ├── progress_bar.py │ └── scheduler.py │ ├── categorical_image_flow_setup.py │ ├── metrics │ ├── __init__.py │ ├── density_estimation.py │ └── metric.py │ └── utils.py ├── pixelflow ├── __init__.py ├── data │ ├── __init__.py │ ├── cifar10.py │ ├── imagenet32.py │ ├── imagenet32_dataset.py │ ├── imagenet64.py │ ├── imagenet64_dataset.py │ └── utils.py ├── distributions │ ├── __init__.py │ ├── base.py │ ├── normal.py │ └── uniform.py ├── flows │ ├── __init__.py │ ├── autoregressive_subset_flow.py │ ├── flow.py │ ├── inverse_flow.py │ └── uniformly_dequantized_flow.py ├── layers │ ├── __init__.py │ ├── autoregressive │ │ ├── __init__.py │ │ ├── masked_conv_2d.py │ │ ├── masked_residual_block_2d.py │ │ └── utils.py │ ├── elementwise_params.py │ └── lambda_layer.py ├── networks │ ├── __init__.py │ └── autoregressive │ │ ├── __init__.py │ │ ├── pixelcnn.py │ │ ├── pixelcnn_drop.py │ │ └── pixelcnn_pp.py ├── transforms │ ├── __init__.py │ ├── autoregressive_2d.py │ ├── base.py │ ├── functional │ │ ├── __init__.py │ │ ├── _utils.py │ │ ├── _utils_bisection_inverse.py │ │ ├── _utils_cmol.py │ │ ├── _utils_logistic.py │ │ ├── _utils_multivariate.py │ │ ├── cmol.py │ │ ├── cmol_multivariate.py │ │ ├── get_mixture_params.py │ │ └── splines │ │ │ ├── __init__.py │ │ │ ├── _utils.py │ │ │ ├── cubic.py │ │ │ ├── linear.py │ │ │ ├── quadratic.py │ │ │ └── rational_quadratic.py │ └── subset │ │ ├── __init__.py │ │ ├── autoregressive_2d.py │ │ └── functional │ │ ├── __init__.py │ │ ├── qmol.py │ │ └── qmol_multivariate.py └── utils.py └── setup.py /.gitignore: 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