├── image ├── .gitignore ├── .pre-commit-config.yaml ├── .yamllint ├── README.md ├── configs │ ├── callbacks │ │ ├── default.yaml │ │ ├── none.yaml │ │ └── wandb.yaml │ ├── config.yaml │ ├── datamodule │ │ ├── base_img_datamodule.yaml │ │ ├── cifar_datamodule.yaml │ │ ├── mnist_datamodule.yaml │ │ └── points_datamodule.yaml │ ├── experiment │ │ ├── cifar.yaml │ │ └── mnist.yaml │ ├── hparams_search │ │ └── mnist_optuna.yaml │ ├── local │ │ └── .gitkeep │ ├── logger │ │ ├── comet.yaml │ │ ├── csv.yaml │ │ ├── many_loggers.yaml │ │ ├── mlflow.yaml │ │ ├── neptune.yaml │ │ ├── tensorboard.yaml │ │ └── wandb.yaml │ ├── mode │ │ ├── debug.yaml │ │ ├── default.yaml │ │ └── exp.yaml │ ├── model │ │ └── mnist_model.yaml │ └── trainer │ │ ├── ddp.yaml │ │ ├── debug.yaml │ │ └── default.yaml ├── data │ └── .gitkeep ├── poetry.lock ├── pyproject.toml ├── run.py ├── setup.cfg └── src │ ├── __init__.py │ ├── callbacks │ ├── __init__.py │ ├── img_cb.py │ ├── iterate_loop.py │ ├── lr_decay.py │ └── wandb_callbacks.py │ ├── datamodules │ ├── __init__.py │ ├── datasets │ │ ├── __init__.py │ │ ├── celeba.py │ │ ├── ffhq.py │ │ ├── image_dataset.py │ │ ├── img_tool.py │ │ ├── points_dataset.py │ │ ├── utils.py │ │ └── vision.py │ ├── img_datamodule.py │ └── points_datamodule.py │ ├── logger │ ├── __init__.py │ ├── jam_wandb.py │ └── wandb_logger.py │ ├── models │ ├── __init__.py │ ├── base_model.py │ ├── sn_model.py │ └── utils.py │ ├── networks │ ├── __init__.py │ ├── gen_resblock.py │ ├── simple_dense_net.py │ ├── sn_32.py │ └── unet.py │ ├── train.py │ ├── utils │ ├── __init__.py │ └── lht_utils.py │ ├── vendor │ └── __init__.py │ └── viz │ ├── __init__.py │ ├── img.py │ └── wandb_fig.py ├── readme.md └── toy ├── .gitignore ├── .pre-commit-config.yaml ├── .yamllint ├── README.md ├── assets └── cifar-traj.png ├── bash ├── bayesian_reproduce.sh ├── gaussian_reproduce.sh ├── gmm_reproduce.sh └── porous_reproduce.sh ├── configs ├── callbacks │ ├── bayesian.yaml │ ├── default.yaml │ ├── gen_energy.yaml │ ├── gmm.yaml │ ├── image.yaml │ └── wandb.yaml ├── config.yaml ├── datamodule │ ├── base_img_datamodule.yaml │ ├── base_posterior_datamodule.yaml │ ├── gaussian_datamodule.yaml │ ├── gen_energy_datamodule.yaml │ ├── gmm_datamodule.yaml │ └── mnist_datamodule.yaml ├── experiment │ ├── banana.yaml │ ├── covtype.yaml │ ├── diabetis.yaml │ ├── gaussian_density.yaml │ ├── german.yaml │ ├── gmm_debug.yaml │ ├── gmm_density.yaml │ ├── gmm_sample.yaml │ ├── porous_media.yaml │ ├── ringnorm.yaml │ ├── splice.yaml │ ├── twonorm.yaml │ └── waveform.yaml ├── hparams_search │ └── mnist_optuna.yaml ├── logger │ └── wandb.yaml ├── mode │ ├── debug.yaml │ ├── default.yaml │ ├── evaluation.yaml │ ├── exp.yaml │ └── paper.yaml ├── model │ ├── T_net │ │ ├── gauss_map_linear.yaml │ │ ├── gauss_map_nonlinear.yaml │ │ ├── gmm_map_icnn.yaml │ │ ├── gmm_map_mlp.yaml │ │ ├── gmm_map_myicnn.yaml │ │ ├── porous_map_dense_icnn.yaml │ │ └── porous_map_myicnn.yaml │ ├── bayesian_model.yaml │ ├── gaussian_model.yaml │ ├── general_energy_g.yaml │ └── gmm_model.yaml ├── paper │ ├── gmm_d128.yaml │ ├── gmm_d17.yaml │ ├── gmm_d2.yaml │ ├── gmm_d24.yaml │ ├── gmm_d32.yaml │ ├── gmm_d4.yaml │ ├── gmm_d64.yaml │ └── gmm_d8.yaml └── trainer │ ├── ddp.yaml │ ├── debug.yaml │ └── default.yaml ├── doc └── guide.md ├── notebooks ├── .gitkeep └── variational_wgf.ipynb ├── paper_related ├── extract_gmm_icnn.py └── extract_gmm_ours.py ├── requirements.txt ├── run.py ├── setup.cfg ├── src ├── __init__.py ├── callbacks │ ├── __init__.py │ ├── bayesian_callbacks.py │ ├── diffusion.py │ ├── gmm_callbacks.py │ ├── img_callbacks.py │ ├── lr_callbacks.py │ ├── metric_zoo │ │ ├── gmm_symkl.py │ │ ├── ksd.py │ │ ├── ou_symkl.py │ │ ├── porous_media.py │ │ └── target_funcional.py │ ├── ou_callbacks.py │ ├── porous_callbacks.py │ └── wandb_callbacks.py ├── datamodules │ ├── __init__.py │ ├── bayesian_datamodule.py │ ├── datasets │ │ ├── __init__.py │ │ ├── bayesian_dataset.py │ │ └── image_dataset.py │ ├── gen_energy_datamodule.py │ ├── gmm_datamodule.py │ ├── image_datamodule.py │ └── mnist_datamodule.py ├── logger │ ├── __init__.py │ ├── jam_wandb.py │ └── wandb_logger.py ├── models │ ├── __init__.py │ ├── base_model.py │ ├── bayesian_model.py │ ├── data_updation.py │ ├── gen_energy_model.py │ ├── kl_gmm_model.py │ ├── loss_zoo_a.py │ ├── loss_zoo_b.py │ └── sample_model.py ├── networks │ ├── __init__.py │ ├── dense_icnn.py │ ├── h_image.py │ ├── mlp.py │ ├── my_icnn.py │ └── unet.py ├── train.py ├── utils │ ├── __init__.py │ ├── th_utils.py │ └── utils.py └── viz │ ├── __init__.py │ ├── curve.py │ ├── img.py │ ├── points.py │ └── wandb_fig.py └── tests ├── __init__.py ├── helpers ├── __init__.py ├── module_available.py ├── run_command.py └── runif.py ├── shell ├── __init__.py ├── test_basic_commands.py ├── test_sweeps.py └── test_verify.py └── unit ├── __init__.py ├── test_barenblatt_datamodule.py ├── test_bayesian_datamodule.py ├── test_gmm_datamodule.py ├── 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