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Variable order linear-chain CRFs

About this site

This site is dedicated to a machine learning model named "variable-order linear-chain CRFs". I've put some documents and software here.

Author

Documents

My thesis (pdf, partly translated into English, originally in Japanese)

Its title is "An Efficient Algorithm for Variable-Order Linear-Chain CRFs".

Software

CRFSuite for variable-order Markov models

An implementation of variable order linear-chain CRFs based on CRFSuite by Naoaki Okazaki. It uses algorithms in the thesis above.

• Source code : github repository (crfsuite-variableorder)
• Win32 binary
• Installation and usage

Demo