├── .gitignore ├── LICENSE ├── PENCIL_train.py ├── README.md ├── cifar100 ├── PENCIL.py ├── dataloader.py ├── log.txt ├── raw_train.py ├── runs │ ├── Apr16_11-06-30_imagedt │ │ └── events.out.tfevents.1555383990.imagedt │ ├── Apr16_14-15-33_imagedt │ │ └── events.out.tfevents.1555395333.imagedt │ ├── Apr16_16-32-28_imagedt │ │ └── events.out.tfevents.1555403548.imagedt │ ├── Apr16_20-38-17_imagedt │ │ └── events.out.tfevents.1555418297.imagedt │ ├── Apr16_20-39-36_imagedt │ │ └── events.out.tfevents.1555418376.imagedt │ ├── Apr17_09-22-10_imagedt │ │ └── events.out.tfevents.1555464130.imagedt │ ├── Apr17_14-39-26_imagedt │ │ └── events.out.tfevents.1555483166.imagedt │ └── Apr17_19-53-26_imagedt │ │ └── events.out.tfevents.1555502006.imagedt └── soft_label.txt ├── cross_entropy_train.py ├── dataloader.py ├── experiment.py ├── log.txt ├── nets ├── densenet.py ├── mobilenet.py ├── resnet.py ├── squeezenet.py └── vgg16.py ├── prototxt.py ├── pytorch2caffe.py ├── results ├── crop.csv ├── crop_raw.csv ├── full.csv ├── full_raw.csv └── result.xlsx ├── runs ├── Apr18_15-38-59_imagedt │ └── events.out.tfevents.1555573139.imagedt ├── Apr18_15-45-35_imagedt │ └── events.out.tfevents.1555573535.imagedt ├── Apr18_15-50-35_imagedt │ └── events.out.tfevents.1555573835.imagedt ├── Apr18_15-51-30_imagedt │ └── events.out.tfevents.1555573890.imagedt ├── Apr18_15-54-38_imagedt │ └── events.out.tfevents.1555574078.imagedt ├── Apr18_16-05-06_imagedt │ └── events.out.tfevents.1555574706.imagedt ├── Apr18_16-14-40_imagedt │ └── events.out.tfevents.1555575280.imagedt ├── Apr18_16-22-19_imagedt │ └── events.out.tfevents.1555575739.imagedt ├── Apr18_16-23-20_imagedt │ └── events.out.tfevents.1555575800.imagedt ├── Apr18_16-23-39_imagedt │ └── events.out.tfevents.1555575819.imagedt ├── Apr18_16-24-41_imagedt │ └── events.out.tfevents.1555575881.imagedt ├── Apr18_16-33-01_imagedt │ └── events.out.tfevents.1555576381.imagedt ├── Apr18_16-50-25_imagedt │ └── events.out.tfevents.1555577425.imagedt ├── Apr18_18-13-04_imagedt │ └── events.out.tfevents.1555582384.imagedt ├── Apr18_19-15-50_imagedt │ └── events.out.tfevents.1555586150.imagedt ├── Apr18_19-20-18_imagedt │ └── events.out.tfevents.1555586418.imagedt └── Apr18_20-43-49_imagedt │ └── events.out.tfevents.1555591429.imagedt ├── soft_label.txt └── test.py /.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__/ 2 | *.py[cod] 3 | cifar100/data/ 4 | models/ 5 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ferriswym/learn-with-noisy-labels/HEAD/LICENSE -------------------------------------------------------------------------------- /PENCIL_train.py: -------------------------------------------------------------------------------- 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