wolffd@0: function engine = update_engine(engine, newCPDs) 
wolffd@0: % UPDATE_ENGINE Update the engine to take into account the new parameters (pearl_unrolled_dbn)
wolffd@0: % engine = update_engine(engine, newCPDs)
wolffd@0: 
wolffd@0: engine.inf_engine = update_engine(engine.inf_engine, newCPDs);
wolffd@0: engine.unrolled_engine = update_engine(engine.unrolled_engine, newCPDs);