├── .dockerignore ├── .gitignore ├── LICENSE ├── README.md ├── data └── split │ ├── cub │ ├── test.csv │ ├── train.csv │ └── val.csv │ ├── mini │ ├── test.csv │ ├── train.csv │ └── val.csv │ └── tiered │ ├── test.csv │ ├── train.csv │ └── val.csv ├── docker ├── Dockerfile └── build.sh ├── environment.yml ├── features └── debug │ ├── test_features.pt │ ├── test_labels.pt │ ├── train_features.pt │ ├── train_labels.pt │ ├── val_features.pt │ └── val_labels.pt ├── models └── .gitkeep ├── requirements.txt └── src ├── args.py ├── classifiers ├── __init__.py ├── ilpc │ ├── __init__.py │ └── ilpc.py ├── laplacianshot.py ├── oblique_manifold │ ├── __init__.py │ ├── classifiers │ │ ├── __init__.py │ │ ├── fc.py │ │ └── odc.py │ ├── manifolds │ │ ├── __init__.py │ │ ├── base.py │ │ ├── euclidean.py │ │ └── oblique.py │ ├── oblique_manifold_classifier.py │ ├── optimizers │ │ ├── __init__.py │ │ ├── radam.py │ │ └── rsgd.py │ └── utils.py ├── siamese.py ├── simpleshot.py └── tim │ ├── __init__.py │ ├── alpha_tim.py │ ├── tim.py │ └── utils.py ├── config ├── __init__.py ├── constants.py ├── parser │ ├── __init__.py │ ├── argument_parser_with_defaults.py │ ├── defaults.py │ ├── nested_namespace.py │ └── types.py └── templates │ ├── debug.yml │ ├── resnet18 │ ├── cub │ │ ├── cub_resnet18.yml │ │ ├── cub_resnet18_nohubs_1shot.yml │ │ └── cub_resnet18_nohubs_5shot.yml │ ├── mini │ │ ├── mini_resnet18.yml │ │ ├── mini_resnet18_nohubs_1shot.yml │ │ └── mini_resnet18_nohubs_5shot.yml │ └── tiered │ │ ├── tiered_resnet18.yml │ │ ├── tiered_resnet18_nohubs_1shot.yml │ │ └── tiered_resnet18_nohubs_5shot.yml │ └── wideres │ ├── cub │ ├── cub_wrn_s2m2.yml │ ├── cub_wrn_s2m2_nohubs_1shot.yml │ └── cub_wrn_s2m2_nohubs_5shot.yml │ ├── mini │ ├── mini_wrn_s2m2.yml │ ├── mini_wrn_s2m2_nohubs_1shot.yml │ └── mini_wrn_s2m2_nohubs_5shot.yml │ └── tiered │ ├── tiered_wrn_s2m2.yml │ ├── tiered_wrn_s2m2_nohubs_1shot.yml │ └── tiered_wrn_s2m2_nohubs_5shot.yml ├── data ├── __init__.py ├── dataset.py ├── episode_sampler.py └── transform.py ├── embeddings ├── __init__.py ├── ease.py ├── embeddings.py ├── no_hub │ ├── __init__.py │ ├── loss.py │ ├── no_hub.py │ ├── no_hub_base.py │ ├── no_hub_s.py │ └── util.py ├── re_representation.py └── tcpr.py ├── evaluate.py ├── features.py ├── helpers.py ├── hubness ├── __init__.py ├── knn.py └── metrics.py ├── models ├── __init__.py └── arch │ ├── Conv4.py │ ├── DenseNet.py │ ├── MobileNet.py │ ├── ProtoNet.py │ ├── ResNet.py │ ├── WideResNet.py │ ├── __init__.py │ ├── debug_model.py │ └── s2m2 │ ├── __init__.py │ ├── util.py │ └── wide_resnet.py ├── pca.py ├── scripts └── debug.sh └── wandb_utils.py /.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uitml/noHub/HEAD/.dockerignore -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 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