LICENSE
README.md
pyproject.toml
setup.cfg
setup.py
src/schneiderkamplab_synthcity.egg-info/PKG-INFO
src/schneiderkamplab_synthcity.egg-info/SOURCES.txt
src/schneiderkamplab_synthcity.egg-info/dependency_links.txt
src/schneiderkamplab_synthcity.egg-info/not-zip-safe
src/schneiderkamplab_synthcity.egg-info/requires.txt
src/schneiderkamplab_synthcity.egg-info/top_level.txt
src/synthcity/__init__.py
src/synthcity/logger.py
src/synthcity/version.py
src/synthcity/benchmark/__init__.py
src/synthcity/benchmark/utils.py
src/synthcity/metrics/__init__.py
src/synthcity/metrics/_utils.py
src/synthcity/metrics/eval.py
src/synthcity/metrics/eval_attacks.py
src/synthcity/metrics/eval_detection.py
src/synthcity/metrics/eval_performance.py
src/synthcity/metrics/eval_privacy.py
src/synthcity/metrics/eval_sanity.py
src/synthcity/metrics/eval_statistical.py
src/synthcity/metrics/plots.py
src/synthcity/metrics/scores.py
src/synthcity/metrics/weighted_metrics.py
src/synthcity/metrics/core/__init__.py
src/synthcity/metrics/core/metric.py
src/synthcity/metrics/representations/OneClass.py
src/synthcity/metrics/representations/__init__.py
src/synthcity/metrics/representations/networks.py
src/synthcity/plugins/__init__.py
src/synthcity/plugins/core/__init__.py
src/synthcity/plugins/core/constraints.py
src/synthcity/plugins/core/dataloader.py
src/synthcity/plugins/core/dataset.py
src/synthcity/plugins/core/distribution.py
src/synthcity/plugins/core/plugin.py
src/synthcity/plugins/core/schema.py
src/synthcity/plugins/core/serializable.py
src/synthcity/plugins/core/models/RGCNConv.py
src/synthcity/plugins/core/models/__init__.py
src/synthcity/plugins/core/models/aim.py
src/synthcity/plugins/core/models/bnaf.py
src/synthcity/plugins/core/models/convnet.py
src/synthcity/plugins/core/models/factory.py
src/synthcity/plugins/core/models/feature_encoder.py
src/synthcity/plugins/core/models/flows.py
src/synthcity/plugins/core/models/functions.py
src/synthcity/plugins/core/models/gan.py
src/synthcity/plugins/core/models/goggle.py
src/synthcity/plugins/core/models/image_gan.py
src/synthcity/plugins/core/models/layers.py
src/synthcity/plugins/core/models/mlp.py
src/synthcity/plugins/core/models/tabnet.py
src/synthcity/plugins/core/models/tabular_aim.py
src/synthcity/plugins/core/models/tabular_arf.py
src/synthcity/plugins/core/models/tabular_encoder.py
src/synthcity/plugins/core/models/tabular_flows.py
src/synthcity/plugins/core/models/tabular_gan.py
src/synthcity/plugins/core/models/tabular_goggle.py
src/synthcity/plugins/core/models/tabular_great.py
src/synthcity/plugins/core/models/tabular_vae.py
src/synthcity/plugins/core/models/transformer.py
src/synthcity/plugins/core/models/ts_gan.py
src/synthcity/plugins/core/models/ts_model.py
src/synthcity/plugins/core/models/ts_tabular_gan.py
src/synthcity/plugins/core/models/ts_tabular_vae.py
src/synthcity/plugins/core/models/ts_vae.py
src/synthcity/plugins/core/models/vae.py
src/synthcity/plugins/core/models/dag/__init__.py
src/synthcity/plugins/core/models/dag/data.py
src/synthcity/plugins/core/models/dag/dsl.py
src/synthcity/plugins/core/models/dag/dstruct.py
src/synthcity/plugins/core/models/dag/utils.py
src/synthcity/plugins/core/models/mbi/__init__.py
src/synthcity/plugins/core/models/mbi/callbacks.py
src/synthcity/plugins/core/models/mbi/clique_vector.py
src/synthcity/plugins/core/models/mbi/dataset.py
src/synthcity/plugins/core/models/mbi/domain.py
src/synthcity/plugins/core/models/mbi/factor.py
src/synthcity/plugins/core/models/mbi/factor_graph.py
src/synthcity/plugins/core/models/mbi/graphical_model.py
src/synthcity/plugins/core/models/mbi/identity.py
src/synthcity/plugins/core/models/mbi/inference.py
src/synthcity/plugins/core/models/mbi/junction_tree.py
src/synthcity/plugins/core/models/mbi/local_inference.py
src/synthcity/plugins/core/models/mbi/mechanism.py
src/synthcity/plugins/core/models/mbi/mixture_inference.py
src/synthcity/plugins/core/models/mbi/public_inference.py
src/synthcity/plugins/core/models/mbi/region_graph.py
src/synthcity/plugins/core/models/mbi/torch_factor.py
src/synthcity/plugins/core/models/survival_analysis/__init__.py
src/synthcity/plugins/core/models/survival_analysis/_base.py
src/synthcity/plugins/core/models/survival_analysis/benchmarks.py
src/synthcity/plugins/core/models/survival_analysis/loader.py
src/synthcity/plugins/core/models/survival_analysis/metrics.py
src/synthcity/plugins/core/models/survival_analysis/surv_aft.py
src/synthcity/plugins/core/models/survival_analysis/surv_coxph.py
src/synthcity/plugins/core/models/survival_analysis/surv_deephit.py
src/synthcity/plugins/core/models/survival_analysis/surv_xgb.py
src/synthcity/plugins/core/models/survival_analysis/third_party/__init__.py
src/synthcity/plugins/core/models/survival_analysis/third_party/metrics.py
src/synthcity/plugins/core/models/survival_analysis/third_party/nonparametric.py
src/synthcity/plugins/core/models/survival_analysis/third_party/util.py
src/synthcity/plugins/core/models/syn_seq/__init__.py
src/synthcity/plugins/core/models/syn_seq/syn_seq.py
src/synthcity/plugins/core/models/syn_seq/syn_seq_encoder.py
src/synthcity/plugins/core/models/syn_seq/syn_seq_preprocess.py
src/synthcity/plugins/core/models/syn_seq/methods/__init__.py
src/synthcity/plugins/core/models/syn_seq/methods/cart.py
src/synthcity/plugins/core/models/syn_seq/methods/ctree.py
src/synthcity/plugins/core/models/syn_seq/methods/logreg.py
src/synthcity/plugins/core/models/syn_seq/methods/misc.py
src/synthcity/plugins/core/models/syn_seq/methods/norm.py
src/synthcity/plugins/core/models/syn_seq/methods/pmm.py
src/synthcity/plugins/core/models/syn_seq/methods/polyreg.py
src/synthcity/plugins/core/models/syn_seq/methods/rf.py
src/synthcity/plugins/core/models/tabular_ddpm/__init__.py
src/synthcity/plugins/core/models/tabular_ddpm/gaussian_multinomial_diffsuion.py
src/synthcity/plugins/core/models/tabular_ddpm/modules.py
src/synthcity/plugins/core/models/tabular_ddpm/utils.py
src/synthcity/plugins/core/models/time_series_survival/__init__.py
src/synthcity/plugins/core/models/time_series_survival/_base.py
src/synthcity/plugins/core/models/time_series_survival/benchmarks.py
src/synthcity/plugins/core/models/time_series_survival/loader.py
src/synthcity/plugins/core/models/time_series_survival/ts_surv_coxph.py
src/synthcity/plugins/core/models/time_series_survival/ts_surv_dynamic_deephit.py
src/synthcity/plugins/core/models/time_series_survival/ts_surv_xgb.py
src/synthcity/plugins/core/models/time_series_survival/utils.py
src/synthcity/plugins/core/models/time_to_event/__init__.py
src/synthcity/plugins/core/models/time_to_event/_base.py
src/synthcity/plugins/core/models/time_to_event/benchmarks.py
src/synthcity/plugins/core/models/time_to_event/loader.py
src/synthcity/plugins/core/models/time_to_event/metrics.py
src/synthcity/plugins/core/models/time_to_event/tte_aft.py
src/synthcity/plugins/core/models/time_to_event/tte_coxph.py
src/synthcity/plugins/core/models/time_to_event/tte_date.py
src/synthcity/plugins/core/models/time_to_event/tte_deephit.py
src/synthcity/plugins/core/models/time_to_event/tte_survival_function_regression.py
src/synthcity/plugins/core/models/time_to_event/tte_survival_time_series.py
src/synthcity/plugins/core/models/time_to_event/tte_tenn.py
src/synthcity/plugins/core/models/time_to_event/tte_xgb.py
src/synthcity/plugins/domain_adaptation/__init__.py
src/synthcity/plugins/domain_adaptation/plugin_radialgan.py
src/synthcity/plugins/generic/__init__.py
src/synthcity/plugins/generic/plugin_arf.py
src/synthcity/plugins/generic/plugin_bayesian_network.py
src/synthcity/plugins/generic/plugin_ctgan.py
src/synthcity/plugins/generic/plugin_ddpm.py
src/synthcity/plugins/generic/plugin_dummy_sampler.py
src/synthcity/plugins/generic/plugin_goggle.py
src/synthcity/plugins/generic/plugin_great.py
src/synthcity/plugins/generic/plugin_marginal_distributions.py
src/synthcity/plugins/generic/plugin_nflow.py
src/synthcity/plugins/generic/plugin_rtvae.py
src/synthcity/plugins/generic/plugin_syn_seq.py
src/synthcity/plugins/generic/plugin_tvae.py
src/synthcity/plugins/generic/plugin_uniform_sampler.py
src/synthcity/plugins/images/__init__.py
src/synthcity/plugins/images/plugin_image_adsgan.py
src/synthcity/plugins/images/plugin_image_cgan.py
src/synthcity/plugins/privacy/__init__.py
src/synthcity/plugins/privacy/plugin_adsgan.py
src/synthcity/plugins/privacy/plugin_aim.py
src/synthcity/plugins/privacy/plugin_decaf.py
src/synthcity/plugins/privacy/plugin_dpgan.py
src/synthcity/plugins/privacy/plugin_pategan.py
src/synthcity/plugins/privacy/plugin_privbayes.py
src/synthcity/plugins/survival_analysis/__init__.py
src/synthcity/plugins/survival_analysis/_survival_pipeline.py
src/synthcity/plugins/survival_analysis/plugin_survae.py
src/synthcity/plugins/survival_analysis/plugin_survival_ctgan.py
src/synthcity/plugins/survival_analysis/plugin_survival_gan.py
src/synthcity/plugins/survival_analysis/plugin_survival_nflow.py
src/synthcity/plugins/time_series/__init__.py
src/synthcity/plugins/time_series/plugin_fflows.py
src/synthcity/plugins/time_series/plugin_timegan.py
src/synthcity/plugins/time_series/plugin_timevae.py
src/synthcity/utils/anonymization.py
src/synthcity/utils/callbacks.py
src/synthcity/utils/compression.py
src/synthcity/utils/constants.py
src/synthcity/utils/dataframe.py
src/synthcity/utils/evaluation.py
src/synthcity/utils/optimizer.py
src/synthcity/utils/optuna_sample.py
src/synthcity/utils/redis_wrapper.py
src/synthcity/utils/reproducibility.py
src/synthcity/utils/samplers.py
src/synthcity/utils/serialization.py
src/synthcity/utils/datasets/__init__.py
src/synthcity/utils/datasets/categorical/__init__.py
src/synthcity/utils/datasets/categorical/categorical_adult.py
src/synthcity/utils/datasets/categorical/data/__init__ .py
src/synthcity/utils/datasets/time_series/__init__.py
src/synthcity/utils/datasets/time_series/google_stocks.py
src/synthcity/utils/datasets/time_series/pbc.py
src/synthcity/utils/datasets/time_series/sine.py
src/synthcity/utils/datasets/time_series/data/__init__.py
tests/test_logger.py