AvalancheDataset is an implementation of the PyTorch Dataset class that comes with many useful out-of-the-box functionalities. For most users, the AvalancheDataset can be used as a plain PyTorch Dataset that will return x, y, t elements. However, the AvalancheDataset is much more powerful than a simple PyTorch Dataset.