├── .gitattributes ├── causalNL.py ├── cloth1m.py ├── main.py ├── mylib ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ └── __init__.cpython-38.pyc ├── data │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ └── __init__.cpython-38.pyc │ ├── data_loader │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── dataloader.cpython-36.pyc │ │ │ ├── dataloader.cpython-38.pyc │ │ │ ├── load_noisydata.cpython-36.pyc │ │ │ ├── load_noisydata.cpython-38.pyc │ │ │ ├── load_noisymoon.cpython-36.pyc │ │ │ ├── subset.cpython-36.pyc │ │ │ ├── subset.cpython-38.pyc │ │ │ ├── utils.cpython-36.pyc │ │ │ └── utils.cpython-38.pyc │ │ ├── dataloader.py │ │ ├── load_noisydata.py │ │ ├── subset.py │ │ └── utils.py │ └── dataset │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── cifar_noise.cpython-36.pyc │ │ ├── cifar_noise.cpython-38.pyc │ │ ├── cloth1m_dataset.cpython-36.pyc │ │ ├── cloth1m_dataset.cpython-38.pyc │ │ ├── fashionMINIST_noise.cpython-36.pyc │ │ ├── fashionMINIST_noise.cpython-38.pyc │ │ ├── guassian_dataset.cpython-36.pyc │ │ ├── guassian_dataset.cpython-38.pyc │ │ ├── guassian_noise.cpython-36.pyc │ │ ├── guassian_noise.cpython-38.pyc │ │ ├── moon_noise.cpython-36.pyc │ │ ├── moon_noise.cpython-38.pyc │ │ ├── np_dataset.cpython-36.pyc │ │ ├── np_dataset.cpython-38.pyc │ │ ├── svhn_noise.cpython-36.pyc │ │ ├── svhn_noise.cpython-38.pyc │ │ ├── torchvisiondataset.cpython-36.pyc │ │ ├── torchvisiondataset.cpython-38.pyc │ │ ├── torchvisiondatasetsutils.cpython-36.pyc │ │ ├── torchvisiondatasetsutils.cpython-38.pyc │ │ ├── util.cpython-36.pyc │ │ └── util.cpython-38.pyc │ │ ├── cifar_noise.py │ │ ├── fashionMINIST_noise.py │ │ ├── svhn_noise.py │ │ ├── torchvisiondataset.py │ │ ├── torchvisiondatasetsutils.py │ │ └── util.py ├── models │ ├── __init__.py │ ├── __pycache__ │ │ ├── T_revision.cpython-36.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── autodecoder.cpython-36.pyc │ │ ├── autodecoder.cpython-38.pyc │ │ ├── cnn.cpython-36.pyc │ │ ├── cnn.cpython-38.pyc │ │ ├── cnnvae.cpython-36.pyc │ │ ├── cnnvae.cpython-38.pyc │ │ ├── co_teaching.cpython-36.pyc │ │ ├── co_teaching.cpython-38.pyc │ │ ├── convVAE.cpython-36.pyc │ │ ├── convVAE.cpython-38.pyc │ │ ├── coteachingnet.cpython-36.pyc │ │ ├── coteachingnet.cpython-38.pyc │ │ ├── encoders.cpython-36.pyc │ │ ├── encoders.cpython-38.pyc │ │ ├── hub.cpython-36.pyc │ │ ├── hub.cpython-38.pyc │ │ ├── lenet.cpython-36.pyc │ │ ├── lenet.cpython-38.pyc │ │ ├── logisticregression.cpython-36.pyc │ │ ├── logisticregression.cpython-38.pyc │ │ ├── noise_net.cpython-36.pyc │ │ ├── preact_resnet.cpython-36.pyc │ │ ├── resnet.cpython-36.pyc │ │ ├── resnet.cpython-38.pyc │ │ ├── resnet1d.cpython-36.pyc │ │ ├── resnet1d.cpython-38.pyc │ │ ├── resnet_v2.cpython-36.pyc │ │ ├── simple_net.cpython-36.pyc │ │ ├── simple_net.cpython-38.pyc │ │ ├── tvae.cpython-36.pyc │ │ ├── tvae.cpython-38.pyc │ │ ├── vae.cpython-36.pyc │ │ ├── vae.cpython-38.pyc │ │ ├── vae2.cpython-36.pyc │ │ ├── vae2.cpython-38.pyc │ │ └── vae_moon.cpython-38.pyc │ ├── encoders.py │ ├── hub.py │ ├── lenet.py │ ├── resnet.py │ └── vae.py └── utils │ ├── AverageMeter.py │ ├── ProgressMeter.py │ ├── __init__.py │ ├── __pycache__ │ ├── AverageMeter.cpython-36.pyc │ ├── AverageMeter.cpython-38.pyc │ ├── ProgressMeter.cpython-36.pyc │ ├── ProgressMeter.cpython-38.pyc │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-38.pyc │ ├── accuracy.cpython-36.pyc │ ├── accuracy.cpython-38.pyc │ ├── adjust_lr.cpython-36.pyc │ ├── adjust_lr.cpython-38.pyc │ ├── fix_seed.cpython-36.pyc │ ├── fix_seed.cpython-38.pyc │ ├── save.cpython-36.pyc │ └── save.cpython-38.pyc │ ├── accuracy.py │ ├── adjust_lr.py │ ├── fix_seed.py │ └── save.py ├── readme.md ├── requirements.txt └── syn_noise.sh /.gitattributes: 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