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Datasets

This directory contains PyTorch Datasets that were used in the experiments in the paper. Specifically, the directory contains Datasets for the MNIST (MNISTCodeDataset), Fashion-MNIST (FashionMNISTCodeDataset), and CIFAR-10 (CIFAR10CodeDataset) datasets.

Adding new datasets

The datasets currently supported make use of CodeDataset, a wrapper around datasets that come as part of the torchvision package.

If you would like to add a dataset that is not part of torchvision, you will need to create a new wrapper dataset similar to CodeDataset. This might wrap around a torchvision DatasetFolder or ImageFolder. Please raise an issue if you'd like assistance with this, and we'll be happy to help!