├── .gitignore ├── LICENSE ├── README.md ├── checkpoints └── README.md ├── figures ├── architecture.png ├── confidence_histogram.png └── results_table.png ├── logs └── README.md ├── models ├── __init__.py ├── densenet.py ├── vgg.py └── wideresnet.py ├── out_of_distribution_detection.py ├── train.py └── utils ├── __init__.py ├── datasets.py ├── ood_metrics.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/confidence_estimation/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/confidence_estimation/HEAD/README.md -------------------------------------------------------------------------------- /checkpoints/README.md: -------------------------------------------------------------------------------- 1 | Checkpoints are stored here. -------------------------------------------------------------------------------- /figures/architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/confidence_estimation/HEAD/figures/architecture.png -------------------------------------------------------------------------------- /figures/confidence_histogram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/confidence_estimation/HEAD/figures/confidence_histogram.png -------------------------------------------------------------------------------- /figures/results_table.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/confidence_estimation/HEAD/figures/results_table.png -------------------------------------------------------------------------------- /logs/README.md: -------------------------------------------------------------------------------- 1 | Log files are stored here. -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /models/densenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/confidence_estimation/HEAD/models/densenet.py -------------------------------------------------------------------------------- /models/vgg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/confidence_estimation/HEAD/models/vgg.py -------------------------------------------------------------------------------- /models/wideresnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/confidence_estimation/HEAD/models/wideresnet.py -------------------------------------------------------------------------------- /out_of_distribution_detection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/confidence_estimation/HEAD/out_of_distribution_detection.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/confidence_estimation/HEAD/train.py -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/confidence_estimation/HEAD/utils/datasets.py -------------------------------------------------------------------------------- /utils/ood_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/confidence_estimation/HEAD/utils/ood_metrics.py -------------------------------------------------------------------------------- /utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/confidence_estimation/HEAD/utils/utils.py --------------------------------------------------------------------------------