Avalanche is a framework in constant development. Thanks to the support of the ContinualAI community and its active members we plan to extend its features and improve its usability based on the demands of our research community!
A the moment, Avalanche is in Beta (v0.1.0). We support a large number of Benchmarks, Strategies and Metrics, that makes it, we believe, the best tool out there for your continual learning research! 💪
Avalanche supports all the most popular computer vision datasets used in Continual Learning. Some of them are available in Torchvision, while other have been integrated by us. Most datasets are automatically downloaded by Avalanche.
Toy datasets: MNIST, Fashion MNIST, KMNIST, EMNIST, QMNIST.