├── README.md ├── cnn.py ├── dataset.py ├── dni.py ├── main.py ├── misc ├── .keep ├── cDNI_classify_loss.png ├── cDNI_grad_loss.png ├── classify_loss.png ├── cnn_classify_loss.png ├── cnn_grad_loss.png ├── dni_illustration.png └── grad_loss.png ├── mlp.py ├── model.py ├── plot.py └── train.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/README.md -------------------------------------------------------------------------------- /cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/cnn.py -------------------------------------------------------------------------------- /dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/dataset.py -------------------------------------------------------------------------------- /dni.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/dni.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/main.py -------------------------------------------------------------------------------- /misc/.keep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /misc/cDNI_classify_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/misc/cDNI_classify_loss.png -------------------------------------------------------------------------------- /misc/cDNI_grad_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/misc/cDNI_grad_loss.png -------------------------------------------------------------------------------- /misc/classify_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/misc/classify_loss.png -------------------------------------------------------------------------------- /misc/cnn_classify_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/misc/cnn_classify_loss.png -------------------------------------------------------------------------------- /misc/cnn_grad_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/misc/cnn_grad_loss.png -------------------------------------------------------------------------------- /misc/dni_illustration.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/misc/dni_illustration.png -------------------------------------------------------------------------------- /misc/grad_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/misc/grad_loss.png -------------------------------------------------------------------------------- /mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/mlp.py -------------------------------------------------------------------------------- /model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/model.py -------------------------------------------------------------------------------- /plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/plot.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andrewliao11/dni.pytorch/HEAD/train.py --------------------------------------------------------------------------------