GEM ============ Gradient Episodic Memory (GEM) is a replay-based continual learning method which stores data from previous tasks and prevents the increase of losses on them while learning a new task. For the details, see the `original paper `_. Node-level Problems ------------------------- .. automodule:: begin.algorithms.gem.nodes :undoc-members: :members: :private-members: Link-level Problems ------------------------- .. automodule:: begin.algorithms.gem.links :undoc-members: :members: :private-members: Graph-level Problems ------------------------- .. automodule:: begin.algorithms.gem.graphs :undoc-members: :members: :private-members: