├── .gitignore ├── LICENSE ├── README.md ├── coral-implementation-recipe.ipynb ├── datasets ├── afad_test.csv ├── afad_train.csv ├── afad_valid.csv ├── cacd_test.csv ├── cacd_train.csv ├── cacd_valid.csv ├── image-preprocessing-code │ ├── preprocess-cacd.py │ └── preprocess-morph2.py ├── morph2_test.csv ├── morph2_train.csv └── morph2_valid.csv ├── experiment-logs ├── afad │ ├── afad-ce.py │ ├── afad-ce__seed0 │ │ ├── test_predictions.log │ │ └── training.log │ ├── afad-ce__seed1 │ │ ├── test_predictions.log │ │ └── training.log │ ├── afad-ce__seed2 │ │ ├── test_predictions.log │ │ └── training.log │ ├── afad-coral.py │ ├── afad-coral__seed0 │ │ ├── test_predictions.log │ │ └── training.log │ ├── afad-coral__seed1 │ │ ├── test_predictions.log │ │ └── training.log │ ├── afad-coral__seed2 │ │ ├── test_predictions.log │ │ └── training.log │ ├── afad-ordinal.py │ ├── afad-ordinal__seed0 │ │ ├── test_predictions.log │ │ └── training.log │ ├── afad-ordinal__seed1 │ │ ├── test_predictions.log │ │ └── training.log │ ├── afad-ordinal__seed2 │ │ ├── test_predictions.log │ │ └── training.log │ ├── afad_test.csv │ ├── afad_train.csv │ └── afad_valid.csv ├── cacd │ ├── cacd-ce.py │ ├── cacd-ce__seed0 │ │ ├── test_predictions.log │ │ └── training.log │ ├── cacd-ce__seed1 │ │ ├── test_predictions.log │ │ └── training.log │ ├── cacd-ce__seed2 │ │ ├── test_predictions.log │ │ └── training.log │ ├── cacd-coral.py │ ├── cacd-coral__seed0 │ │ ├── test_predictions.log │ │ └── training.log │ ├── cacd-coral__seed1 │ │ ├── test_predictions.log │ │ └── training.log │ ├── cacd-coral__seed2 │ │ ├── test_predictions.log │ │ └── training.log │ ├── cacd-ordinal.py │ ├── cacd-ordinal__seed0 │ │ ├── test_predictions.log │ │ └── training.log │ ├── cacd-ordinal__seed1 │ │ ├── test_predictions.log │ │ └── training.log │ ├── cacd-ordinal__seed2 │ │ ├── test_predictions.log │ │ └── training.log │ ├── cacd_test.csv │ ├── cacd_train.csv │ └── cacd_valid.csv └── morph2 │ ├── morph-ce.py │ ├── morph-ce__seed0 │ ├── test_predictions.log │ └── training.log │ ├── morph-ce__seed1 │ ├── test_predictions.log │ └── training.log │ ├── morph-ce__seed2 │ ├── test_predictions.log │ └── training.log │ ├── morph-coral.py │ ├── morph-coral__seed0 │ ├── test_predictions.log │ └── training.log │ ├── morph-coral__seed1 │ ├── test_predictions.log │ └── training.log │ ├── morph-coral__seed2 │ ├── test_predictions.log │ └── training.log │ ├── morph-ordinal.py │ ├── morph-ordinal__seed0 │ ├── test_predictions.log │ └── training.log │ ├── morph-ordinal__seed1 │ ├── test_predictions.log │ └── training.log │ ├── morph-ordinal__seed2 │ ├── test_predictions.log │ └── training.log │ ├── morph2_test.csv │ ├── morph2_train.csv │ └── morph2_valid.csv ├── figure2 └── fig2-plot.ipynb ├── github-images ├── differences-at-a-glance-small.png ├── differences-at-a-glance.pdf └── overview.png ├── logo.png ├── model-code ├── afad-ce.py ├── afad-coral.py ├── afad-ordinal.py ├── cacd-ce.py ├── cacd-coral.py ├── cacd-ordinal.py ├── morph-ce.py ├── morph-coral.py └── morph-ordinal.py ├── single-image-prediction__w-pretrained-models ├── README.md ├── ce.py ├── coral.py ├── example-images │ ├── afad │ │ ├── 18_years__948-0.jpg │ │ └── 35_years__1194-0.jpg │ ├── cacd │ │ └── 41_Jason_Statham_0003.jpg │ └── morph │ │ └── 041059_1M50.jpg └── ordinal.py ├── table1 └── get-best-mae-rmse.ipynb └── table2 ├── afad.ipynb ├── cacd.ipynb └── morph.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raschka-research-group/coral-cnn/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Raschka-research-group/coral-cnn/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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