Conditional Random Field (CRF) Toolbox for Matlab

Conditional Random Field (CRF) Toolbox for Matlab

1D chains

General graphs

Mark Schmidt has a general-purpose Matlab toolkit for undirected graphical models, conditional and unconditional, available here.

Other resources for CRFs