├── IDAA.png ├── LICENSE ├── README.md ├── SimCLR ├── eval_knn.py ├── eval_lr.py ├── main.py ├── model.py ├── modules │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── lars.cpython-38.pyc │ │ ├── logistic_regression.cpython-38.pyc │ │ ├── nt_xent.cpython-38.pyc │ │ ├── resnet_BN.cpython-38.pyc │ │ ├── resnet_BN_imagenet.cpython-38.pyc │ │ └── simclr_BN.cpython-38.pyc │ ├── lars.py │ ├── logistic_regression.py │ ├── nt_xent.py │ ├── resnet_BN.py │ ├── resnet_BN_imagenet.py │ ├── simclr_BN.py │ └── transformations │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── simclr.cpython-38.pyc │ │ └── simclr.py └── utils │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-38.pyc │ └── masks.cpython-38.pyc │ └── masks.py ├── set.py ├── train_vae.py └── vae.py /IDAA.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/IDAA.png -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/README.md -------------------------------------------------------------------------------- /SimCLR/eval_knn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/eval_knn.py -------------------------------------------------------------------------------- /SimCLR/eval_lr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/eval_lr.py -------------------------------------------------------------------------------- /SimCLR/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/main.py -------------------------------------------------------------------------------- /SimCLR/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/model.py -------------------------------------------------------------------------------- /SimCLR/modules/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/__init__.py -------------------------------------------------------------------------------- /SimCLR/modules/__pycache__/__init__.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/__pycache__/__init__.cpython-38.pyc -------------------------------------------------------------------------------- /SimCLR/modules/__pycache__/lars.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/__pycache__/lars.cpython-38.pyc -------------------------------------------------------------------------------- /SimCLR/modules/__pycache__/logistic_regression.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/__pycache__/logistic_regression.cpython-38.pyc -------------------------------------------------------------------------------- /SimCLR/modules/__pycache__/nt_xent.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/__pycache__/nt_xent.cpython-38.pyc -------------------------------------------------------------------------------- /SimCLR/modules/__pycache__/resnet_BN.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/__pycache__/resnet_BN.cpython-38.pyc -------------------------------------------------------------------------------- /SimCLR/modules/__pycache__/resnet_BN_imagenet.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/__pycache__/resnet_BN_imagenet.cpython-38.pyc -------------------------------------------------------------------------------- /SimCLR/modules/__pycache__/simclr_BN.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/__pycache__/simclr_BN.cpython-38.pyc -------------------------------------------------------------------------------- /SimCLR/modules/lars.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/lars.py -------------------------------------------------------------------------------- /SimCLR/modules/logistic_regression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/logistic_regression.py -------------------------------------------------------------------------------- /SimCLR/modules/nt_xent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/nt_xent.py -------------------------------------------------------------------------------- /SimCLR/modules/resnet_BN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/resnet_BN.py -------------------------------------------------------------------------------- /SimCLR/modules/resnet_BN_imagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/resnet_BN_imagenet.py -------------------------------------------------------------------------------- /SimCLR/modules/simclr_BN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/simclr_BN.py -------------------------------------------------------------------------------- /SimCLR/modules/transformations/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/transformations/__init__.py -------------------------------------------------------------------------------- /SimCLR/modules/transformations/__pycache__/__init__.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/transformations/__pycache__/__init__.cpython-38.pyc -------------------------------------------------------------------------------- /SimCLR/modules/transformations/__pycache__/simclr.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/transformations/__pycache__/simclr.cpython-38.pyc -------------------------------------------------------------------------------- /SimCLR/modules/transformations/simclr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/modules/transformations/simclr.py -------------------------------------------------------------------------------- /SimCLR/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/utils/__init__.py -------------------------------------------------------------------------------- /SimCLR/utils/__pycache__/__init__.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/utils/__pycache__/__init__.cpython-38.pyc -------------------------------------------------------------------------------- /SimCLR/utils/__pycache__/masks.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/utils/__pycache__/masks.cpython-38.pyc -------------------------------------------------------------------------------- /SimCLR/utils/masks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/SimCLR/utils/masks.py -------------------------------------------------------------------------------- /set.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/set.py -------------------------------------------------------------------------------- /train_vae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/train_vae.py -------------------------------------------------------------------------------- /vae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kai-wen-yang/IDAA/HEAD/vae.py --------------------------------------------------------------------------------