Application for continuous-time hidden Markov modeling. Comes with synthetic dataset based on epilepsy studies. Still a work in progress.
Based on the work of Yu-Ying Liu, Alex Moreno, and James Rehg: http://papers.nips.cc/paper/5792-efficient-learning-of-continuous-time-hidden-markov-models-for-disease-progression.pdf