Transfer-matrix renormalization group method for general Markov random fields

► Explore the SVD structure of the fundamental transfer matrix of general MRFs. ► Propose a new robust and accurate DMRG/TMRG scheme. ► The scheme keeps relevant SVD components of the fundamental transfer matrix.