Hi @Adarsh-kumar your help is certainly appreciated. There are some changes in SMC that are now part of PyMC3 but not reflected yet in SMC-ABC, although @agustina may have a newer version I am not aware of. I will talk to Agustina next Monday (she is on vacations now) and we then could coordinate to work on this problem, is this OK with you?