--- a
+++ b/src/utils/cl_strategies.py
@@ -0,0 +1,38 @@
+"""
+Continual learning strategies.
+
+Contains:
+
+- Baselines
+- Regularization methods
+- Rehearsal methods
+- Misc
+"""
+
+from avalanche.training import Naive, JointTraining, Cumulative  # Baselines
+from avalanche.training import EWC, LwF, SynapticIntelligence  # Regularisation
+from avalanche.training import Replay, GDumb, GEM, AGEM  # Rehearsal
+from avalanche.training import AR1, CWRStar, CoPE, StreamingLDA
+
+STRATEGIES = {
+    # Baselines
+    "Naive": Naive,
+    "Naive_no_reg": Naive,
+    "Joint": JointTraining,
+    "Cumulative": Cumulative,
+    # Regularization based
+    "EWC": EWC,
+    "OnlineEWC": EWC,
+    "LwF": LwF,
+    "SI": SynapticIntelligence,  #'LFL':LFL,
+    # Replay
+    "Replay": Replay,
+    "GEM": GEM,
+    "AGEM": AGEM,
+    "GDumb": GDumb,
+    "CoPE": CoPE,
+    # Misc.
+    "AR1": AR1,
+    "StreamingLDA": StreamingLDA,
+    "CWRStar": CWRStar,
+}