utils/factory.py

def get_model(model_name, args):
    name = model_name.lower()
    if name == "icarl":
        from models.icarl import iCaRL
        return iCaRL(args)
    
    elif name == "lwf":
        from models.lwf import LwF
        return LwF(args)
    elif name == "ewc":
        from models.ewc import EWC
        return EWC(args)
    elif name == "finetune":
        from models.finetune import Finetune
        return Finetune(args)
    elif name == "replay":
        from models.replay import Replay
        return Replay(args)
    elif name == "memo":   
        from models.memo import MEMO
        return MEMO(args)
    elif name == "blcl":   
        from models.blcl import BLCL
        return BLCL(args)
    
    else:
        assert 0