GitHub - JuPrgn/HMM: A C++ implementation of Hidden Markov Model

This is an implementation of Hidden Markov Model (HMM) deveoped by C++. Both supervised and unsupvised training methods are developed.

Theroy Basic

HMM is a generative model $p_x$

The supervised HMM is very intituive and we simply count the transition and emission.

Both the hard EM and soft EM method are implemented.

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
.idea		.idea
basenp		basenp
CMakeLists.txt		CMakeLists.txt
README.md		README.md
common.h		common.h
datasetmgr.cpp		datasetmgr.cpp
datasetmgr.h		datasetmgr.h
decoder.cpp		decoder.cpp
decoder.h		decoder.h
em.cpp		em.cpp
em.h		em.h
encoder.cpp		encoder.cpp
encoder.h		encoder.h
fwbw.cpp		fwbw.cpp
fwbw.h		fwbw.h
main.cpp		main.cpp