This is an edit to the existing pyhsmm package by [Matt Johnson](https://github.com/mattjj), [Alex Wiltschko](https://github.com/alexbw), [Yarden Katz](https://github.com/yarden), [Chia-ying (Jackie) Lee](https://github.com/jacquelineCelia), [Scott Linderman](https://github.com/slinderman), [Kevin Squire](https://github.com/kmsquire), [Nick Foti](https://github.com/nfoti). It is specifically adapted for the purpose of implementing an HDP-HSMM (infinite hidden Markov model with duration distributions) with dynamic logistic regression as observation distributions.