├── .gitignore ├── 2d_selection_gif.gif ├── LICENSE ├── README.md ├── USAGE.md ├── cifar_selection.png ├── dcom_delta_updating.gif ├── dcom_semi.png ├── dcom_supervised.png ├── deep-al ├── LICENSE ├── README.md ├── configs │ ├── cifar10 │ │ ├── al │ │ │ ├── RESNET18.yaml │ │ │ ├── RESNET18_ENS.yaml │ │ │ └── RESNET18_IM.yaml │ │ ├── evaluate │ │ │ └── RESNET18.yaml │ │ └── train │ │ │ ├── RESNET18.yaml │ │ │ └── RESNET18_ENS.yaml │ ├── cifar100 │ │ └── al │ │ │ └── RESNET18.yaml │ ├── template.yaml │ └── tinyimagenet │ │ └── al │ │ └── RESNET18.yaml ├── docs │ ├── AL_results.png │ └── GETTING_STARTED.md ├── pycls │ ├── __init__.py │ ├── al │ │ ├── ActiveLearning.py │ │ ├── DCoM.py │ │ ├── Sampling.py │ │ ├── __init__.py │ │ ├── prob_cover.py │ │ ├── typiclust.py │ │ └── vaal_util.py │ ├── core │ │ ├── __init__.py │ │ ├── builders.py │ │ ├── config.py │ │ ├── losses.py │ │ ├── net.py │ │ └── optimizer.py │ ├── datasets │ │ ├── __init__.py │ │ ├── augment.py │ │ ├── custom_datasets.py │ │ ├── data.py │ │ ├── imbalanced_cifar.py │ │ ├── randaugment.py │ │ ├── sampler.py │ │ ├── simclr_augment.py │ │ ├── tiny_imagenet.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── features.py │ │ │ ├── gaussian_blur.py │ │ │ └── helpers.py │ ├── models │ │ ├── __init__.py │ │ ├── alexnet.py │ │ ├── resnet.py │ │ ├── vaal_model.py │ │ └── vgg.py │ └── utils │ │ ├── __init__.py │ │ ├── benchmark.py │ │ ├── checkpoint.py │ │ ├── distributed.py │ │ ├── io.py │ │ ├── logging.py │ │ ├── meters.py │ │ ├── metrics.py │ │ ├── net.py │ │ ├── plotting.py │ │ └── timer.py ├── requirements.txt └── tools │ ├── __init__.py │ ├── ensemble_al.py │ ├── ensemble_train.py │ ├── test_model.py │ ├── train.py │ └── train_al.py ├── probcover_selection.gif ├── probcover_semi.png ├── results.png ├── scan ├── LICENSE ├── README.md ├── TUTORIAL.md ├── configs │ ├── env.yml │ ├── pretext │ │ ├── moco_imagenet100.yml │ │ ├── moco_imagenet200.yml │ │ ├── moco_imagenet50.yml │ │ ├── simclr_cifar10.yml │ │ ├── simclr_cifar100.yml │ │ ├── simclr_stl10.yml │ │ └── simclr_tinyimagenet.yml │ ├── scan │ │ ├── imagenet_eval.yml │ │ ├── scan_cifar10.yml │ │ ├── scan_cifar100.yml │ │ ├── scan_imagenet_100.yml │ │ ├── scan_imagenet_200.yml │ │ ├── scan_imagenet_50.yml │ │ ├── scan_stl10.yml │ │ └── scan_tinyimagenet.yml │ └── selflabel │ │ ├── selflabel_cifar10.yml │ │ ├── selflabel_cifar100.yml │ │ ├── selflabel_imagenet_100.yml │ │ ├── selflabel_imagenet_200.yml │ │ ├── selflabel_imagenet_50.yml │ │ └── selflabel_stl10.yml ├── data │ ├── augment.py │ ├── cifar.py │ ├── custom_dataset.py │ ├── imagenet.py │ ├── imagenet_subsets │ │ ├── imagenet_100.txt │ │ ├── imagenet_200.txt │ │ └── imagenet_50.txt │ ├── stl.py │ └── tinyimagenet.py ├── eval.py ├── images │ ├── pipeline.png │ ├── prototypes_cifar10.jpg │ ├── teaser.jpg │ └── tutorial │ │ ├── confusion_matrix_stl10.png │ │ └── prototypes_stl10.jpg ├── losses │ └── losses.py ├── moco.py ├── models │ ├── models.py │ ├── resnet.py │ ├── resnet_cifar.py │ ├── resnet_stl.py │ └── resnet_tinyimagenet.py ├── requirements.txt ├── scan.py ├── selflabel.py ├── simclr.py ├── tutorial_nn.py └── utils │ ├── collate.py │ ├── common_config.py │ ├── config.py │ ├── ema.py │ ├── evaluate_utils.py │ ├── memory.py │ ├── mypath.py │ ├── train_utils.py │ └── utils.py └── typiclust-env.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/.gitignore -------------------------------------------------------------------------------- /2d_selection_gif.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/2d_selection_gif.gif -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/README.md -------------------------------------------------------------------------------- /USAGE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/USAGE.md -------------------------------------------------------------------------------- /cifar_selection.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/cifar_selection.png -------------------------------------------------------------------------------- /dcom_delta_updating.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/dcom_delta_updating.gif -------------------------------------------------------------------------------- /dcom_semi.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/dcom_semi.png -------------------------------------------------------------------------------- /dcom_supervised.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/dcom_supervised.png -------------------------------------------------------------------------------- /deep-al/LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/LICENSE -------------------------------------------------------------------------------- /deep-al/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/README.md -------------------------------------------------------------------------------- /deep-al/configs/cifar10/al/RESNET18.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/configs/cifar10/al/RESNET18.yaml -------------------------------------------------------------------------------- /deep-al/configs/cifar10/al/RESNET18_ENS.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/configs/cifar10/al/RESNET18_ENS.yaml -------------------------------------------------------------------------------- /deep-al/configs/cifar10/al/RESNET18_IM.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/configs/cifar10/al/RESNET18_IM.yaml -------------------------------------------------------------------------------- /deep-al/configs/cifar10/evaluate/RESNET18.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/configs/cifar10/evaluate/RESNET18.yaml -------------------------------------------------------------------------------- /deep-al/configs/cifar10/train/RESNET18.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/configs/cifar10/train/RESNET18.yaml -------------------------------------------------------------------------------- /deep-al/configs/cifar10/train/RESNET18_ENS.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/configs/cifar10/train/RESNET18_ENS.yaml -------------------------------------------------------------------------------- /deep-al/configs/cifar100/al/RESNET18.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/configs/cifar100/al/RESNET18.yaml -------------------------------------------------------------------------------- /deep-al/configs/template.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/configs/template.yaml -------------------------------------------------------------------------------- /deep-al/configs/tinyimagenet/al/RESNET18.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/configs/tinyimagenet/al/RESNET18.yaml -------------------------------------------------------------------------------- /deep-al/docs/AL_results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/docs/AL_results.png -------------------------------------------------------------------------------- /deep-al/docs/GETTING_STARTED.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/docs/GETTING_STARTED.md -------------------------------------------------------------------------------- /deep-al/pycls/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /deep-al/pycls/al/ActiveLearning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/al/ActiveLearning.py -------------------------------------------------------------------------------- /deep-al/pycls/al/DCoM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/al/DCoM.py -------------------------------------------------------------------------------- /deep-al/pycls/al/Sampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/al/Sampling.py -------------------------------------------------------------------------------- /deep-al/pycls/al/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /deep-al/pycls/al/prob_cover.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/al/prob_cover.py -------------------------------------------------------------------------------- /deep-al/pycls/al/typiclust.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/al/typiclust.py -------------------------------------------------------------------------------- /deep-al/pycls/al/vaal_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/al/vaal_util.py -------------------------------------------------------------------------------- /deep-al/pycls/core/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /deep-al/pycls/core/builders.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/core/builders.py -------------------------------------------------------------------------------- /deep-al/pycls/core/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/core/config.py -------------------------------------------------------------------------------- /deep-al/pycls/core/losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/core/losses.py -------------------------------------------------------------------------------- /deep-al/pycls/core/net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/core/net.py -------------------------------------------------------------------------------- /deep-al/pycls/core/optimizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/core/optimizer.py -------------------------------------------------------------------------------- /deep-al/pycls/datasets/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /deep-al/pycls/datasets/augment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/datasets/augment.py -------------------------------------------------------------------------------- /deep-al/pycls/datasets/custom_datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/datasets/custom_datasets.py -------------------------------------------------------------------------------- /deep-al/pycls/datasets/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/datasets/data.py -------------------------------------------------------------------------------- /deep-al/pycls/datasets/imbalanced_cifar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/datasets/imbalanced_cifar.py -------------------------------------------------------------------------------- /deep-al/pycls/datasets/randaugment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/datasets/randaugment.py -------------------------------------------------------------------------------- /deep-al/pycls/datasets/sampler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/datasets/sampler.py -------------------------------------------------------------------------------- /deep-al/pycls/datasets/simclr_augment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/datasets/simclr_augment.py -------------------------------------------------------------------------------- /deep-al/pycls/datasets/tiny_imagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/datasets/tiny_imagenet.py -------------------------------------------------------------------------------- /deep-al/pycls/datasets/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/datasets/utils/__init__.py -------------------------------------------------------------------------------- /deep-al/pycls/datasets/utils/features.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/datasets/utils/features.py -------------------------------------------------------------------------------- /deep-al/pycls/datasets/utils/gaussian_blur.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/datasets/utils/gaussian_blur.py -------------------------------------------------------------------------------- /deep-al/pycls/datasets/utils/helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/datasets/utils/helpers.py -------------------------------------------------------------------------------- /deep-al/pycls/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/models/__init__.py -------------------------------------------------------------------------------- /deep-al/pycls/models/alexnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/models/alexnet.py -------------------------------------------------------------------------------- /deep-al/pycls/models/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/models/resnet.py -------------------------------------------------------------------------------- /deep-al/pycls/models/vaal_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/models/vaal_model.py -------------------------------------------------------------------------------- /deep-al/pycls/models/vgg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/models/vgg.py -------------------------------------------------------------------------------- /deep-al/pycls/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /deep-al/pycls/utils/benchmark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/utils/benchmark.py -------------------------------------------------------------------------------- /deep-al/pycls/utils/checkpoint.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/utils/checkpoint.py -------------------------------------------------------------------------------- /deep-al/pycls/utils/distributed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/utils/distributed.py -------------------------------------------------------------------------------- /deep-al/pycls/utils/io.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/utils/io.py -------------------------------------------------------------------------------- /deep-al/pycls/utils/logging.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/utils/logging.py -------------------------------------------------------------------------------- /deep-al/pycls/utils/meters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/utils/meters.py -------------------------------------------------------------------------------- /deep-al/pycls/utils/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/utils/metrics.py -------------------------------------------------------------------------------- /deep-al/pycls/utils/net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/utils/net.py -------------------------------------------------------------------------------- /deep-al/pycls/utils/plotting.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/utils/plotting.py -------------------------------------------------------------------------------- /deep-al/pycls/utils/timer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/pycls/utils/timer.py -------------------------------------------------------------------------------- /deep-al/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/requirements.txt -------------------------------------------------------------------------------- /deep-al/tools/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /deep-al/tools/ensemble_al.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/tools/ensemble_al.py -------------------------------------------------------------------------------- /deep-al/tools/ensemble_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/tools/ensemble_train.py -------------------------------------------------------------------------------- /deep-al/tools/test_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/tools/test_model.py -------------------------------------------------------------------------------- /deep-al/tools/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/tools/train.py -------------------------------------------------------------------------------- /deep-al/tools/train_al.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/deep-al/tools/train_al.py -------------------------------------------------------------------------------- /probcover_selection.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/probcover_selection.gif -------------------------------------------------------------------------------- /probcover_semi.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/probcover_semi.png -------------------------------------------------------------------------------- /results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/results.png -------------------------------------------------------------------------------- /scan/LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/LICENSE -------------------------------------------------------------------------------- /scan/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/README.md -------------------------------------------------------------------------------- /scan/TUTORIAL.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/TUTORIAL.md -------------------------------------------------------------------------------- /scan/configs/env.yml: -------------------------------------------------------------------------------- 1 | root_dir: ./results/ 2 | -------------------------------------------------------------------------------- /scan/configs/pretext/moco_imagenet100.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/pretext/moco_imagenet100.yml -------------------------------------------------------------------------------- /scan/configs/pretext/moco_imagenet200.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/pretext/moco_imagenet200.yml -------------------------------------------------------------------------------- /scan/configs/pretext/moco_imagenet50.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/pretext/moco_imagenet50.yml -------------------------------------------------------------------------------- /scan/configs/pretext/simclr_cifar10.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/pretext/simclr_cifar10.yml -------------------------------------------------------------------------------- /scan/configs/pretext/simclr_cifar100.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/pretext/simclr_cifar100.yml -------------------------------------------------------------------------------- /scan/configs/pretext/simclr_stl10.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/pretext/simclr_stl10.yml -------------------------------------------------------------------------------- /scan/configs/pretext/simclr_tinyimagenet.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/pretext/simclr_tinyimagenet.yml -------------------------------------------------------------------------------- /scan/configs/scan/imagenet_eval.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/scan/imagenet_eval.yml -------------------------------------------------------------------------------- /scan/configs/scan/scan_cifar10.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/scan/scan_cifar10.yml -------------------------------------------------------------------------------- /scan/configs/scan/scan_cifar100.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/scan/scan_cifar100.yml -------------------------------------------------------------------------------- /scan/configs/scan/scan_imagenet_100.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/scan/scan_imagenet_100.yml -------------------------------------------------------------------------------- /scan/configs/scan/scan_imagenet_200.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/scan/scan_imagenet_200.yml -------------------------------------------------------------------------------- /scan/configs/scan/scan_imagenet_50.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/scan/scan_imagenet_50.yml -------------------------------------------------------------------------------- /scan/configs/scan/scan_stl10.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/scan/scan_stl10.yml -------------------------------------------------------------------------------- /scan/configs/scan/scan_tinyimagenet.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/scan/scan_tinyimagenet.yml -------------------------------------------------------------------------------- /scan/configs/selflabel/selflabel_cifar10.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/selflabel/selflabel_cifar10.yml -------------------------------------------------------------------------------- /scan/configs/selflabel/selflabel_cifar100.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/selflabel/selflabel_cifar100.yml -------------------------------------------------------------------------------- /scan/configs/selflabel/selflabel_imagenet_100.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/selflabel/selflabel_imagenet_100.yml -------------------------------------------------------------------------------- /scan/configs/selflabel/selflabel_imagenet_200.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/selflabel/selflabel_imagenet_200.yml -------------------------------------------------------------------------------- /scan/configs/selflabel/selflabel_imagenet_50.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/selflabel/selflabel_imagenet_50.yml -------------------------------------------------------------------------------- /scan/configs/selflabel/selflabel_stl10.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/configs/selflabel/selflabel_stl10.yml -------------------------------------------------------------------------------- /scan/data/augment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/data/augment.py -------------------------------------------------------------------------------- /scan/data/cifar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/data/cifar.py -------------------------------------------------------------------------------- /scan/data/custom_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/data/custom_dataset.py -------------------------------------------------------------------------------- /scan/data/imagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/data/imagenet.py -------------------------------------------------------------------------------- /scan/data/imagenet_subsets/imagenet_100.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/data/imagenet_subsets/imagenet_100.txt -------------------------------------------------------------------------------- /scan/data/imagenet_subsets/imagenet_200.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/data/imagenet_subsets/imagenet_200.txt -------------------------------------------------------------------------------- /scan/data/imagenet_subsets/imagenet_50.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/data/imagenet_subsets/imagenet_50.txt -------------------------------------------------------------------------------- /scan/data/stl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/data/stl.py -------------------------------------------------------------------------------- /scan/data/tinyimagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/data/tinyimagenet.py -------------------------------------------------------------------------------- /scan/eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/eval.py -------------------------------------------------------------------------------- /scan/images/pipeline.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/images/pipeline.png -------------------------------------------------------------------------------- /scan/images/prototypes_cifar10.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/images/prototypes_cifar10.jpg -------------------------------------------------------------------------------- /scan/images/teaser.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/images/teaser.jpg -------------------------------------------------------------------------------- /scan/images/tutorial/confusion_matrix_stl10.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/images/tutorial/confusion_matrix_stl10.png -------------------------------------------------------------------------------- /scan/images/tutorial/prototypes_stl10.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/images/tutorial/prototypes_stl10.jpg -------------------------------------------------------------------------------- /scan/losses/losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/losses/losses.py -------------------------------------------------------------------------------- /scan/moco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/moco.py -------------------------------------------------------------------------------- /scan/models/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/models/models.py -------------------------------------------------------------------------------- /scan/models/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/models/resnet.py -------------------------------------------------------------------------------- /scan/models/resnet_cifar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/models/resnet_cifar.py -------------------------------------------------------------------------------- /scan/models/resnet_stl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/models/resnet_stl.py -------------------------------------------------------------------------------- /scan/models/resnet_tinyimagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/models/resnet_tinyimagenet.py -------------------------------------------------------------------------------- /scan/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/requirements.txt -------------------------------------------------------------------------------- /scan/scan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/scan.py -------------------------------------------------------------------------------- /scan/selflabel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/selflabel.py -------------------------------------------------------------------------------- /scan/simclr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/simclr.py -------------------------------------------------------------------------------- /scan/tutorial_nn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/tutorial_nn.py -------------------------------------------------------------------------------- /scan/utils/collate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/utils/collate.py -------------------------------------------------------------------------------- /scan/utils/common_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/utils/common_config.py -------------------------------------------------------------------------------- /scan/utils/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/utils/config.py -------------------------------------------------------------------------------- /scan/utils/ema.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/utils/ema.py -------------------------------------------------------------------------------- /scan/utils/evaluate_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/utils/evaluate_utils.py -------------------------------------------------------------------------------- /scan/utils/memory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/utils/memory.py -------------------------------------------------------------------------------- /scan/utils/mypath.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/utils/mypath.py -------------------------------------------------------------------------------- /scan/utils/train_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/utils/train_utils.py -------------------------------------------------------------------------------- /scan/utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/scan/utils/utils.py -------------------------------------------------------------------------------- /typiclust-env.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avihu111/TypiClust/HEAD/typiclust-env.txt --------------------------------------------------------------------------------