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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

Hiroshi Manabe ()

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.

Demo

This demo shows the way how the Sum-Difference algorithm used in my thesis works. [for Firefox ONLY]