├── .gitignore ├── DATASETS.md ├── LICENSE ├── README.md ├── configs └── RN50 │ ├── configs_clap │ └── hyperparameters.json │ ├── configs_proker │ ├── caltech101.yaml │ ├── caltech101 │ │ ├── seed_1.json │ │ ├── seed_2.json │ │ └── seed_3.json │ ├── dtd.yaml │ ├── dtd │ │ ├── seed_1.json │ │ ├── seed_2.json │ │ └── seed_3.json │ ├── eurosat.yaml │ ├── eurosat │ │ ├── seed_1 copy.json │ │ ├── seed_1.json │ │ ├── seed_2 copy.json │ │ ├── seed_2.json │ │ ├── seed_3 copy.json │ │ └── seed_3.json │ ├── fgvc.yaml │ ├── fgvc │ │ ├── seed_1.json │ │ ├── seed_2.json │ │ └── seed_3.json │ ├── food101.yaml │ ├── food101 │ │ ├── seed_1.json │ │ ├── seed_2.json │ │ └── seed_3.json │ ├── hyperparameters.json │ ├── imagenet-a.yaml │ ├── imagenet-r.yaml │ ├── imagenet-sketch.yaml │ ├── imagenet-v2.yaml │ ├── imagenet.yaml │ ├── imagenet │ │ ├── seed_1.json │ │ ├── seed_2.json │ │ └── seed_3.json │ ├── oxford_flowers.yaml │ ├── oxford_flowers │ │ ├── seed_1.json │ │ ├── seed_2.json │ │ └── seed_3.json │ ├── oxford_pets.yaml │ ├── oxford_pets │ │ ├── seed_1.json │ │ ├── seed_2.json │ │ └── seed_3.json │ ├── stanford_cars.yaml │ ├── stanford_cars │ │ ├── seed_1.json │ │ ├── seed_2.json │ │ └── seed_3.json │ ├── sun397.yaml │ ├── sun397 │ │ ├── seed_1.json │ │ ├── seed_2.json │ │ └── seed_3.json │ ├── ucf101.yaml │ └── ucf101 │ │ ├── seed_1.json │ │ ├── seed_2.json │ │ └── seed_3.json │ ├── configs_proker_clap_joint │ └── hyperparameters.json │ └── configs_tip │ ├── caltech101.yaml │ ├── dtd.yaml │ ├── eurosat.yaml │ ├── eurosat │ ├── seed_1.json │ ├── seed_2.json │ └── seed_3.json │ ├── fgvc.yaml │ ├── food101.yaml │ ├── hyperparameters_imagenet.json │ ├── imagenet-a.yaml │ ├── imagenet-r.yaml │ ├── imagenet-sketch.yaml │ ├── imagenet-v2.yaml │ ├── imagenet.yaml │ ├── imagenet │ ├── seed_1.json │ ├── seed_2.json │ └── seed_3.json │ ├── oxford_flowers.yaml │ ├── oxford_flowers │ ├── seed_1.json │ ├── seed_2.json │ └── seed_3.json │ ├── oxford_pets.yaml │ ├── stanford_cars.yaml │ ├── sun397.yaml │ └── ucf101.yaml ├── datasets ├── __init__.py ├── caltech101.py ├── dtd.py ├── eurosat.py ├── fgvc.py ├── food101.py ├── imagenet.py ├── imagenet_a.py ├── imagenet_r.py ├── imagenet_r_modified.py ├── imagenet_sketch.py ├── imagenet_v2.py ├── oxford_flowers.py ├── oxford_pets.py ├── stanford_cars.py ├── sun397.py ├── ucf101.py └── utils.py ├── main.py ├── requirements.txt ├── static ├── nadarayaKRR.png ├── pipeline.pdf ├── proker_pipeline.png └── proker_plot.png ├── trainers ├── __init__.py ├── clap.py ├── gda.py ├── proker.py ├── proker_clap.py ├── random_fourrier_features.py ├── tip.py ├── train_utils.py └── zeroshot.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ybendou/ProKeR/HEAD/.gitignore -------------------------------------------------------------------------------- /DATASETS.md: -------------------------------------------------------------------------------- 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