python-wapiti is a python wrapper for wapiti (http://wapiti.limsi.fr), a very nice sequence labeling tool with support for maxent models, maximum entropy Markov models and linear-chain CRF.

Building on Windows requires Visual Studio 2013 (or greater, presumably), which provides support for C99.