Algorithms

Algorithms in CL-Gym.

ContinualAlgorithm(backbone, benchmark, params)

Base class for continual learning algorithms.

AGEM(backbone, benchmark, params)

Averaged Gradient Episodic Memory

ERRingBuffer(backbone, benchmark, params)

Experience Replay Ring Buffer

EWC(backbone, benchmark, params, …)

Elastic Weight Consolidation

OGD(backbone, benchmark, params)

Orthogonal Gradient Descent

MCSGD(backbone, benchmark, params)

Mode Connectivity SGD

Multitask(backbone, benchmark, params)

Multitask (Joint) Training
ContinualTrainer ContinualAlgorithm