AvalancheDataset

Dealing with AvalancheDatasets

The 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.

A serie of Mini How-Tos will guide you through the functionalities of the AvalancheDataset and its subclasses:

• Preamble: PyTorch Datasets

• Creating AvalancheDatasets

• Advanced Transformations

Brefore jumping to the actual Mini How-Tos, we recommend having a look at the basic notions of Dataset and DataLoader by reading the Preamble page.