Welcome to the "Models" tutorial of the "From Zero to Hero" series. In this notebook we will talk about the features offered by the
models Avalanche sub-module.
Every continual learning experiment needs a model to train incrementally. The
models sub-module provide ready-to-use randomly initialized and pre-trained models you can use off-the-shelf.
At the moment we support only the following architectures:
!pip install git+https://github.com/ContinualAI/avalanche.git
from avalanche.models import SimpleCNNfrom avalanche.models import SimpleMLPfrom avalanche.models import SimpleMLP_TinyImageNetfrom avalanche.models import MobilenetV1
You can run this chapter and play with it on Google Colaboratory: