├── .gitignore ├── LICENSE ├── README.md ├── analysis.ipynb ├── data ├── camehl │ └── households.csv ├── cevid │ ├── air.csv │ ├── births1.csv │ ├── births2.csv │ └── wage.csv ├── del_barrio │ ├── ansur2.csv │ └── calcofi.csv ├── feldman │ ├── bio.csv │ ├── blog_data.csv │ └── house.csv ├── mulan │ ├── README.md │ ├── andro.arff │ ├── atp1d.arff │ ├── atp7d.arff │ ├── edm.arff │ ├── enb.arff │ ├── jura.arff │ ├── oes10.arff │ ├── oes97.arff │ ├── osales.arff │ ├── rf1.arff │ ├── rf2.arff │ ├── scm1d.arff │ ├── scm20d.arff │ ├── scpf.arff │ ├── sf1.arff │ ├── sf2.arff │ ├── slump.arff │ └── wq.arff └── wang │ ├── energy.csv │ ├── taxi.csv │ └── yellow_tripdata_2016-01.csv ├── images ├── MQF2_one_moon_heteroscedastic.png └── taxi_example.png ├── moc ├── analysis │ ├── cmaps.py │ ├── dataframes.py │ ├── helpers.py │ ├── plot.py │ ├── plot_2d.py │ ├── plot_2d_vs_1d.py │ ├── plot_cd_diagram.py │ └── utils.py ├── configs │ ├── config.py │ ├── datasets.py │ └── general.py ├── conformal │ ├── __init__.py │ ├── base_conformalizer.py │ ├── conformalizers.py │ ├── conformalizers_manager.py │ ├── copula_cpts.py │ └── utils.py ├── datamodules │ ├── __init__.py │ ├── base_datamodule.py │ ├── cifar10_datamodule.py │ ├── preprocessing.py │ ├── real_datamodule.py │ └── toy_datamodule.py ├── metrics │ ├── cache.py │ ├── conditional_coverage_metrics.py │ ├── distribution_metrics.py │ └── metrics_computer.py ├── models │ ├── __init__.py │ ├── drf_kde │ │ └── drf_kde.py │ ├── glow │ │ └── glow.py │ ├── mixture │ │ └── mixture_model.py │ ├── mqf2 │ │ ├── distribution.py │ │ ├── lightning_module.py │ │ └── model.py │ ├── oracle │ │ └── oracle_model.py │ ├── quantile │ │ └── quantile_model.py │ ├── train.py │ ├── trainers │ │ ├── default_trainer.py │ │ └── lightning_trainer.py │ └── tuning.py ├── runner.py └── utils │ ├── __init__.py │ ├── general.py │ ├── hparams.py │ └── run_config.py ├── models └── glow_gauss_32 │ └── glow_gauss_32.yaml ├── requirements.in ├── requirements.txt ├── 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