├── CHANGELOG.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── LICENSE_apache ├── NOTICE ├── README.md ├── base_main.py ├── betatcvae_shapes3d.yaml ├── betavae_shapes3d.yaml ├── configs ├── examples │ ├── adagvae_shapes3d.yaml │ ├── betatcvae_shapes3d.yaml │ └── betavae_shapes3d.yaml ├── locatello_exps │ ├── adagvae.yaml │ ├── adamlvae.yaml │ ├── annealedvae.yaml │ ├── betatcvae.yaml │ ├── betavae.yaml │ └── factorvae.yaml └── montero_exps │ ├── montero_betavae_dsprites.yaml │ └── montero_betavae_shapes3d.yaml ├── constraints ├── avail_correlations.yaml ├── montero.yaml └── recombinations.yaml ├── correlation_transfer_single.py ├── datalogger ├── __init__.py └── datalogger.py ├── datasets ├── __init__.py ├── base.py ├── cars3d.py ├── celeba.py ├── chairs.py ├── dsprites.py ├── fashionmnist.py ├── mnist.py ├── mpi3d.py ├── mpi3d_real.py ├── mpi3d_real_complex.py ├── shapes3d.py ├── smallnorb.py └── utils.py ├── dent ├── __init__.py ├── evaluators │ ├── __init__.py │ └── baseevaluator.py ├── losses │ ├── __init__.py │ ├── adagvae.py │ ├── annealedvae.py │ ├── baseloss.py │ ├── betatcvae.py │ ├── betavae.py │ ├── factorizedsupporttcvae.py │ ├── factorizedsupportvae.py │ ├── factorvae.py │ └── utils.py ├── metrics │ ├── __init__.py │ ├── basemetric.py │ ├── dci_d.py │ ├── fos.py │ ├── kld.py │ ├── mig.py │ ├── modularity_d.py │ ├── rand_fos.py │ ├── rand_kld.py │ ├── reconstruction.py │ ├── sap_d.py │ └── utils.py ├── models │ ├── __init__.py │ ├── decoder │ │ ├── __init__.py │ │ ├── burgess.py │ │ ├── chen_mlp.py │ │ ├── locatello.py │ │ ├── montero_large.py │ │ ├── montero_small.py │ │ └── sbd.py │ ├── encoder │ │ ├── __init__.py │ │ ├── burgess.py │ │ ├── chen_mlp.py │ │ ├── locatello.py │ │ ├── montero_large.py │ │ └── montero_small.py │ ├── vae.py │ ├── vae_burgess.py │ ├── vae_chen_mlp.py │ ├── vae_locatello.py │ ├── vae_locatello_sbd.py │ ├── vae_montero_large.py │ └── vae_montero_small.py ├── trainers │ ├── __init__.py │ ├── basetrainer.py │ ├── utils.py │ └── weakly_supervised_pair_trainer.py └── utils │ ├── __init__.py │ ├── __pycache__ │ └── io.cpython-36.pyc │ ├── core │ ├── initialization.py │ ├── io.py │ └── math.py ├── environment.yaml ├── evaluate_multiple_checkpoints.py ├── evaluate_single_checkpoint.py ├── example_job_list └── jobs.txt ├── grid_searches ├── correlation_benchmark │ ├── base.yaml │ ├── dsprites_grid.yaml │ ├── mpi3d_grid.yaml │ └── shapes3d_grid.yaml ├── locatello_weak_exps │ ├── base.yaml │ └── grid.yaml ├── montero_lost_exps │ ├── base.yaml │ └── grid.yaml └── sbd_comparisons │ ├── base.yaml │ └── grid.yaml ├── gridsearch_det.py ├── images └── illustration.png ├── multischedule.py ├── parameters.py ├── setup.py └── utils ├── __init__.py ├── fastargs_types.py ├── helpers.py └── visualize.py /CHANGELOG.md: -------------------------------------------------------------------------------- 1 | Initial release. 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