Open Source Text Processing Project: Matlab-HMM

Deep Learning Specialization on Coursera

Hidden Markov Model (HMM) Toolbox for Matlab

Project Website: http://www.cs.ubc.ca/~murphyk/Software/HMM/hmm.html

Github Link: https://github.com/probml/pmtk3

Description

This toolbox supports inference and learning for HMMs with discrete outputs (dhmm’s), Gaussian outputs (ghmm’s), or mixtures of Gaussians output (mhmm’s). The Gaussians can be full, diagonal, or spherical (isotropic). It also supports discrete inputs, as in a POMDP. The inference routines support filtering, smoothing, and fixed-lag smoothing.

For a more recent version of this toolkit, please see PMTK.


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