├── Models ├── OptVAE.py ├── SOP.py ├── SOPOptimizer.py ├── VAENet.py └── train_vae.py ├── README.md ├── Tests ├── TestDLGMM.py ├── TestDataLoader.py ├── TestDistributions.py ├── TestInter.py ├── TestOptVAE.py ├── TestSOP.py └── TestVAENet.py ├── Utils ├── Distributions.py ├── MinimizeEmpiricalLoss.py ├── __pycache__ │ └── mmd.cpython-37.pyc ├── diagnostics.py ├── estimate_loglike.py ├── general.py ├── interpretation_funcs.py ├── load_data.py ├── posterior_sampling_funcs.py └── viz_vae.py ├── approximations ├── discrete_dist_approximation_gs.py ├── discrete_dist_approximation_igr.py ├── set_prior.py └── simplex_proximity.py ├── igr_singularity.def ├── rebar_toy.py ├── requirements.txt ├── run_toy.py ├── structure_output_prediction ├── sop.py ├── test_trained.py └── viz_sop.py └── vae_experiments ├── dlgmm.py ├── experiments_grid.py ├── posterior_samples.py ├── test_trained.py ├── viz_grad_results.py ├── viz_images.py └── viz_results.py /Models/OptVAE.py: 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