PocketCRF is an implementation of conditional random fields (CRF), a sequence classification method akin to multinomial logistic regression. PocketM3N is an implementation of max-margin Markov networks (M3N), a sequence classification technique akin to support vector machines.
I am not the author of these tools! This is a fork. If upstream is still maintained, they are welcome to merge any changes here. -KBG