Path	Lines of Code
benchmarks/benchmark_measures.py	46
conda_env.yaml	66
conda_env_fixed.yaml	66
configs/debug/01_training.yaml	46
configs/dev/00_clustering.yaml	30
configs/dev/01_training.yaml	46
configs/dev/02_ensembling.yaml	53
configs/dev/03_evaluation.yaml	40
configs/dev/05_calibration.yaml	28
configs/dev/06_mog.yaml	30
configs/devH1/00_clustering.yaml	30
configs/devH1/01_training.yaml	46
configs/devH1/02_ensembling.yaml	53
configs/devH1/03_evaluation.yaml	40
configs/devH1/05_calibration.yaml	28
configs/devH1/06_mog.yaml	30
configs/release/00_clustering.yaml	30
configs/release/01_training.yaml	46
configs/release/02_ensembling.yaml	52
configs/release/03_evaluation.yaml	44
configs/release/05_calibration.yaml	28
configs/release/06_mog.yaml	30
configs/releaseH1/00_clustering.yaml	30
configs/releaseH1/01_training.yaml	46
configs/releaseH1/02_ensembling.yaml	52
configs/releaseH1/03_evaluation.yaml	43
configs/releaseH1/05_calibration.yaml	29
configs/releaseH1/06_mog.yaml	30
profiles/profile_measures.py	47
readme.org	74
scripts/debug_calibration.py	45
scripts/debug_mog.py	45
scripts/recordify.py	120
scripts/relaunch_job.py	52
scripts/run_calibration.py	71
scripts/run_calibrator.py	57
scripts/run_ensembles.py	102
scripts/run_evaluation.py	131
scripts/run_evaluator.py	72
scripts/run_prediction.py	101
scripts/run_predictor.py	55
scripts/run_trainer.py	64
scripts/run_training.py	86
scripts/summaryze.py	77
setup.py	15
todos.org	32
uimnet/__init__.py	20
uimnet/algorithms/__init__.py	11
uimnet/algorithms/base.py	148
uimnet/algorithms/distillation.py	130
uimnet/algorithms/due.py	166
uimnet/algorithms/erm.py	68
uimnet/algorithms/mcdropout.py	67
uimnet/algorithms/mimo.py	114
uimnet/algorithms/mixup.py	67
uimnet/algorithms/rbf.py	37
uimnet/algorithms/soft_labeler.py	55
uimnet/archs/__init__.py	1
uimnet/archs/debug.py	2
uimnet/datasets/__init__.py	1008
uimnet/datasets/base.py	121
uimnet/datasets/debug.py	18
uimnet/datasets/imageNat.py	44
uimnet/datasets/loaders.py	23
uimnet/datasets/splits.py	1
uimnet/datasets/transforms.py	27
uimnet/datasets/utils.py	36
uimnet/ensembles/__init__.py	2
uimnet/ensembles/bagging.py	29
uimnet/ensembles/base.py	100
uimnet/evaluation/__init__.py	3
uimnet/evaluation/indomain.py	54
uimnet/evaluation/oodomain.py	91
uimnet/evaluation/utils.py	42
uimnet/measures/__init__.py	14
uimnet/measures/augmentation.py	23
uimnet/measures/base.py	1
uimnet/measures/deep_jacobian.py	24
uimnet/measures/entropy.py	13
uimnet/measures/gap.py	11
uimnet/measures/jacobian.py	21
uimnet/measures/largest.py	10
uimnet/measures/logsumexp.py	9
uimnet/measures/measure.py	11
uimnet/measures/mog.py	69
uimnet/measures/native.py	14
uimnet/metrics/__init__.py	4
uimnet/metrics/auc.py	22
uimnet/metrics/fused_prediction.py	66
uimnet/metrics/out_domain.py	32
uimnet/metrics/prediction.py	76
uimnet/modules/__init__.py	1
uimnet/modules/gaussian_mixture.py	47
uimnet/modules/spectral_normalization/__init__.py	4
uimnet/modules/spectral_normalization/base.py	61
uimnet/modules/spectral_normalization/spectral_bn.py	53
uimnet/modules/spectral_normalization/spectral_conv.py	26
uimnet/modules/spectral_normalization/spectral_embedding.py	17
uimnet/modules/spectral_normalization/spectral_fc.py	13
uimnet/modules/spectral_normalization/utils.py	53
uimnet/modules/temperature.py	22
uimnet/numerics/__init__.py	1
uimnet/numerics/log_marginalization_from_logits.org	18
uimnet/numerics/log_marginalization_from_logits.py	24
uimnet/reporting/__init__.py	3
uimnet/reporting/templates/__init__.py	5
uimnet/reporting/templates/assets/prism/prism.css	95
uimnet/reporting/templates/assets/style.css	458
uimnet/reporting/templates/github.py	3
uimnet/reporting/templates/html.py	4
uimnet/reporting/templates/latex.py	3
uimnet/reporting/templates/report.html	200
uimnet/utils/__init__.py	663
uimnet/workers/__init__.py	7
uimnet/workers/base.py	81
uimnet/workers/calibrator.py	143
uimnet/workers/embeddings_extractor.py	50
uimnet/workers/evaluator.py	159
uimnet/workers/evaluator2.py	160
uimnet/workers/mog.py	105
uimnet/workers/predictor.py	110
uimnet/workers/trainer.py	189