├── LICENSE.txt ├── README.md ├── data_aug ├── contrastive_learning_dataset.py ├── gaussian_blur.py └── view_generator.py ├── env.yml ├── exceptions └── exceptions.py ├── feature_eval └── mini_batch_logistic_regression_evaluator.ipynb ├── models └── resnet_simclr.py ├── requirements.txt ├── run.py ├── simclr.py └── utils.py /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR/HEAD/README.md -------------------------------------------------------------------------------- /data_aug/contrastive_learning_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR/HEAD/data_aug/contrastive_learning_dataset.py -------------------------------------------------------------------------------- /data_aug/gaussian_blur.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR/HEAD/data_aug/gaussian_blur.py -------------------------------------------------------------------------------- /data_aug/view_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR/HEAD/data_aug/view_generator.py -------------------------------------------------------------------------------- /env.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR/HEAD/env.yml -------------------------------------------------------------------------------- /exceptions/exceptions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR/HEAD/exceptions/exceptions.py -------------------------------------------------------------------------------- /feature_eval/mini_batch_logistic_regression_evaluator.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR/HEAD/feature_eval/mini_batch_logistic_regression_evaluator.ipynb -------------------------------------------------------------------------------- /models/resnet_simclr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR/HEAD/models/resnet_simclr.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR/HEAD/requirements.txt -------------------------------------------------------------------------------- /run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR/HEAD/run.py -------------------------------------------------------------------------------- /simclr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR/HEAD/simclr.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR/HEAD/utils.py --------------------------------------------------------------------------------