AUTHORS
LICENSE
MANIFEST.in
README.md
sample.gif
setup.py
../hypergeom_dist
bin/dlib_aggregate_results
bin/dlib_download_data
bin/dlib_evaluate
bin/dlib_postprocess
bin/dlib_reason
bin/dlib_reproduce
bin/dlib_reproduce_jmlr
bin/dlib_reproduce_semi_supervised
bin/dlib_reproduce_weakly_supervised
bin/dlib_tests
bin/dlib_train
bin/dlib_train_semi_supervised
bin/dlib_train_weakly_supervised
bin/dlib_udr
bin/dlib_visualize_dataset
bin/dlib_visualize_model
configs/evaluation/dci.gin
configs/evaluation/downstream_task_logistic_regression.gin
configs/evaluation/downstream_task_random_forest.gin
configs/evaluation/mig.gin
configs/evaluation/reduced_downstream_task.gin
configs/evaluation/weak_downstream_task.gin
configs/models/groupVAE_ArgMax.gin
configs/models/groupVAE_HG.gin
configs/models/groupVAE_Labels.gin
configs/models/unused/mlVAE_ArgMax.gin
configs/models/unused/mlVAE_Labels.gin
configs/models/unused/mlVAE_Labels_HG.gin
configs/models/unused/test.gin
configs/postprocess/distribution.gin
configs/postprocess/mean_rep.gin
disentanglement_lib/__init__.py
disentanglement_lib/disentanglement_lib.png
disentanglement_lib.egg-info/PKG-INFO
disentanglement_lib.egg-info/SOURCES.txt
disentanglement_lib.egg-info/dependency_links.txt
disentanglement_lib.egg-info/requires.txt
disentanglement_lib.egg-info/top_level.txt
disentanglement_lib/config/__init__.py
disentanglement_lib/config/reproduce.py
disentanglement_lib/config/study.py
disentanglement_lib/config/abstract_reasoning_study_v1/__init__.py
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/__init__.py
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/sweep.py
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/metric_configs/beta_vae_sklearn.gin
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/metric_configs/dci.gin
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/metric_configs/downstream_task_boosted_trees.gin
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/metric_configs/downstream_task_logistic_regression.gin
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/metric_configs/factor_vae_metric.gin
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/metric_configs/mig.gin
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/metric_configs/modularity_explicitness.gin
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/metric_configs/sap_score.gin
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/metric_configs/unsupervised.gin
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/model_configs/shared.gin
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/postprocess_configs/mean.gin
disentanglement_lib/config/abstract_reasoning_study_v1/stage1/postprocess_configs/sampled.gin
disentanglement_lib/config/abstract_reasoning_study_v1/stage2/example.gin
disentanglement_lib/config/fairness_study_v1/__init__.py
disentanglement_lib/config/fairness_study_v1/sweep.py
disentanglement_lib/config/fairness_study_v1/metric_configs/beta_vae_sklearn.gin
disentanglement_lib/config/fairness_study_v1/metric_configs/dci.gin
disentanglement_lib/config/fairness_study_v1/metric_configs/downstream_task_boosted_trees.gin
disentanglement_lib/config/fairness_study_v1/metric_configs/downstream_task_logistic_regression.gin
disentanglement_lib/config/fairness_study_v1/metric_configs/factor_vae_metric.gin
disentanglement_lib/config/fairness_study_v1/metric_configs/fairness.gin
disentanglement_lib/config/fairness_study_v1/metric_configs/mig.gin
disentanglement_lib/config/fairness_study_v1/metric_configs/modularity_explicitness.gin
disentanglement_lib/config/fairness_study_v1/metric_configs/sap_score.gin
disentanglement_lib/config/fairness_study_v1/metric_configs/unsupervised.gin
disentanglement_lib/config/fairness_study_v1/model_configs/shared.gin
disentanglement_lib/config/fairness_study_v1/postprocess_configs/mean.gin
disentanglement_lib/config/fairness_study_v1/postprocess_configs/sampled.gin
disentanglement_lib/config/sample/irs/irs.gin
disentanglement_lib/config/tests/__init__.py
disentanglement_lib/config/tests/sweep.py
disentanglement_lib/config/tests/abstract_reasoning/from_scratch/cnn_embedder.gin
disentanglement_lib/config/tests/abstract_reasoning/from_scratch/true_factor_values.gin
disentanglement_lib/config/tests/abstract_reasoning/from_scratch/true_factors_onehot.gin
disentanglement_lib/config/tests/abstract_reasoning/representation/from_representation.gin
disentanglement_lib/config/tests/evaluation/evaluate_test_configs/beta_vae.gin
disentanglement_lib/config/tests/evaluation/evaluate_test_configs/dci.gin
disentanglement_lib/config/tests/evaluation/evaluate_test_configs/downstream_task_boosted_trees.gin
disentanglement_lib/config/tests/evaluation/evaluate_test_configs/downstream_task_logistic_regression.gin
disentanglement_lib/config/tests/evaluation/evaluate_test_configs/factor_vae.gin
disentanglement_lib/config/tests/evaluation/evaluate_test_configs/fairness.gin
disentanglement_lib/config/tests/evaluation/evaluate_test_configs/irs.gin
disentanglement_lib/config/tests/evaluation/evaluate_test_configs/mig.gin
disentanglement_lib/config/tests/evaluation/evaluate_test_configs/modularity_explicitness.gin
disentanglement_lib/config/tests/evaluation/evaluate_test_configs/reduced_downstream_task.gin
disentanglement_lib/config/tests/evaluation/evaluate_test_configs/sap_score.gin
disentanglement_lib/config/tests/evaluation/evaluate_test_configs/unsupervised.gin
disentanglement_lib/config/tests/methods/semi_supervised/train_test.gin
disentanglement_lib/config/tests/methods/udr/udr.gin
disentanglement_lib/config/tests/methods/udr/udr_spearman.gin
disentanglement_lib/config/tests/methods/unsupervised/train_test.gin
disentanglement_lib/config/tests/methods/weakly_supervised/train_test.gin
disentanglement_lib/config/tests/postprocessing/postprocess_test_configs/mean.gin
disentanglement_lib/config/tests/postprocessing/postprocess_test_configs/sampled.gin
disentanglement_lib/config/tests/validation/validation_test_configs/dci.gin
disentanglement_lib/config/tests/validation/validation_test_configs/mig.gin
disentanglement_lib/config/tests/validation/validation_test_configs/sap_score.gin
disentanglement_lib/config/unsupervised_study_v1/__init__.py
disentanglement_lib/config/unsupervised_study_v1/sweep.py
disentanglement_lib/config/unsupervised_study_v1/metric_configs/beta_vae_sklearn.gin
disentanglement_lib/config/unsupervised_study_v1/metric_configs/dci.gin
disentanglement_lib/config/unsupervised_study_v1/metric_configs/downstream_task_boosted_trees.gin
disentanglement_lib/config/unsupervised_study_v1/metric_configs/downstream_task_logistic_regression.gin
disentanglement_lib/config/unsupervised_study_v1/metric_configs/factor_vae_metric.gin
disentanglement_lib/config/unsupervised_study_v1/metric_configs/mig.gin
disentanglement_lib/config/unsupervised_study_v1/metric_configs/modularity_explicitness.gin
disentanglement_lib/config/unsupervised_study_v1/metric_configs/sap_score.gin
disentanglement_lib/config/unsupervised_study_v1/metric_configs/unsupervised.gin
disentanglement_lib/config/unsupervised_study_v1/model_configs/shared.gin
disentanglement_lib/config/unsupervised_study_v1/postprocess_configs/mean.gin
disentanglement_lib/config/unsupervised_study_v1/postprocess_configs/sampled.gin
disentanglement_lib/data/__init__.py
disentanglement_lib/data/ground_truth/__init__.py
disentanglement_lib/data/ground_truth/cars3d.py
disentanglement_lib/data/ground_truth/dsprites.py
disentanglement_lib/data/ground_truth/dummy_data.py
disentanglement_lib/data/ground_truth/ground_truth_data.py
disentanglement_lib/data/ground_truth/mpi3d.py
disentanglement_lib/data/ground_truth/named_data.py
disentanglement_lib/data/ground_truth/norb.py
disentanglement_lib/data/ground_truth/shapes3d.py
disentanglement_lib/data/ground_truth/util.py
disentanglement_lib/data/ground_truth/util_test.py
disentanglement_lib/evaluation/__init__.py
disentanglement_lib/evaluation/evaluate.py
disentanglement_lib/evaluation/evaluate_test.py
disentanglement_lib/evaluation/abstract_reasoning/__init__.py
disentanglement_lib/evaluation/abstract_reasoning/models.py
disentanglement_lib/evaluation/abstract_reasoning/pgm_data.py
disentanglement_lib/evaluation/abstract_reasoning/pgm_utils.py
disentanglement_lib/evaluation/abstract_reasoning/reason.py
disentanglement_lib/evaluation/abstract_reasoning/reason_test.py
disentanglement_lib/evaluation/abstract_reasoning/relational_layers.py
disentanglement_lib/evaluation/abstract_reasoning/relational_layers_test.py
disentanglement_lib/evaluation/metrics/__init__.py
disentanglement_lib/evaluation/metrics/beta_vae.py
disentanglement_lib/evaluation/metrics/beta_vae_test.py
disentanglement_lib/evaluation/metrics/dci.py
disentanglement_lib/evaluation/metrics/dci_test.py
disentanglement_lib/evaluation/metrics/downstream_task.py
disentanglement_lib/evaluation/metrics/factor_vae.py
disentanglement_lib/evaluation/metrics/factor_vae_test.py
disentanglement_lib/evaluation/metrics/fairness.py
disentanglement_lib/evaluation/metrics/fairness_test.py
disentanglement_lib/evaluation/metrics/irs.py
disentanglement_lib/evaluation/metrics/irs_test.py
disentanglement_lib/evaluation/metrics/mig.py
disentanglement_lib/evaluation/metrics/mig_test.py
disentanglement_lib/evaluation/metrics/modularity_explicitness.py
disentanglement_lib/evaluation/metrics/modularity_explicitness_test.py
disentanglement_lib/evaluation/metrics/reduced_downstream_task.py
disentanglement_lib/evaluation/metrics/sap_score.py
disentanglement_lib/evaluation/metrics/sap_score_test.py
disentanglement_lib/evaluation/metrics/strong_downstream_task.py
disentanglement_lib/evaluation/metrics/strong_downstream_task_test.py
disentanglement_lib/evaluation/metrics/unified_scores.py
disentanglement_lib/evaluation/metrics/unified_scores_test.py
disentanglement_lib/evaluation/metrics/unsupervised_metrics.py
disentanglement_lib/evaluation/metrics/unsupervised_metrics_test.py
disentanglement_lib/evaluation/metrics/utils.py
disentanglement_lib/evaluation/metrics/utils_test.py
disentanglement_lib/evaluation/metrics/weak_downstream_task.py
disentanglement_lib/methods/__init__.py
disentanglement_lib/methods/shared/__init__.py
disentanglement_lib/methods/shared/architectures.py
disentanglement_lib/methods/shared/architectures_test.py
disentanglement_lib/methods/shared/losses.py
disentanglement_lib/methods/shared/optimizers.py
disentanglement_lib/methods/shared/optimizers_test.py
disentanglement_lib/methods/unsupervised/__init__.py
disentanglement_lib/methods/unsupervised/gaussian_encoder_model.py
disentanglement_lib/methods/unsupervised/train.py
disentanglement_lib/methods/unsupervised/train_test.py
disentanglement_lib/methods/unsupervised/vae.py
disentanglement_lib/methods/unsupervised/vae_test.py
disentanglement_lib/methods/weak/__init__.py
disentanglement_lib/methods/weak/train_weak_lib.py
disentanglement_lib/methods/weak/train_weak_test.py
disentanglement_lib/methods/weak/weak_vae.py
disentanglement_lib/methods/weak/weak_vae_test.py
disentanglement_lib/methods/weak/hypergeom_dist/results/pt_samples_f_1.0_1.0_1.0.png
disentanglement_lib/methods/weak/hypergeom_dist/results/tf_samples_f_1.0_1.0_1.0.png
disentanglement_lib/postprocessing/__init__.py
disentanglement_lib/postprocessing/methods.py
disentanglement_lib/postprocessing/postprocess.py
disentanglement_lib/postprocessing/postprocess_test.py
disentanglement_lib/utils/__init__.py
disentanglement_lib/utils/aggregate_results.py
disentanglement_lib/utils/convolute_hub.py
disentanglement_lib/utils/convolute_hub_test.py
disentanglement_lib/utils/hyperparams.py
disentanglement_lib/utils/resources.py
disentanglement_lib/utils/results.py
disentanglement_lib/utils/results_test.py
disentanglement_lib/visualize/__init__.py
disentanglement_lib/visualize/dendrogram.py
disentanglement_lib/visualize/dendrogram_test.py
disentanglement_lib/visualize/visualize_dataset.py
disentanglement_lib/visualize/visualize_dataset_test.py
disentanglement_lib/visualize/visualize_irs.py
disentanglement_lib/visualize/visualize_model.py
disentanglement_lib/visualize/visualize_model_test.py
disentanglement_lib/visualize/visualize_scores.py
disentanglement_lib/visualize/visualize_scores_test.py
disentanglement_lib/visualize/visualize_util.py
disentanglement_lib/visualize/visualize_util_test.py
examples/model.gin
examples/postprocess.gin