EWC ============ Elastic Weight Consolidation (EWC) is a regularization-based continual learning method that weights to parameters according to the diagonal of the Fisher information matrix. For the details, see the `original paper `_. Node-level Problems ------------------------- .. automodule:: begin.algorithms.ewc.nodes :undoc-members: :members: :private-members: Link-level Problems ------------------------- .. automodule:: begin.algorithms.ewc.links :undoc-members: :members: :private-members: Graph-level Problems ------------------------- .. automodule:: begin.algorithms.ewc.graphs :undoc-members: :members: :private-members: