Jingjing Liu (Danny)
Department of Computer Science, Rutgers University,
110 Frelinghuysen Road, Piscataway, NJ 08854-8019
Email: jl1322 at cs dot rutgers dot edu
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Useful Links

Conditional Random Field (CRF) Toolbox for Matlab
This toolbox includes Matlab/C code for training 1D CRF chain and testing, developed by Mark Schmidt and Kevin Swersky.

Support Vector Machine for Ranking
This software was developed by Thorsten Joachims, Cornell University. Training Ranking SVMs can be used for feature selection, so as to choose features that keep order information.

Gaussian Processes for Machine Learning Matlab Code Package
This package was written by is developed by Carl Edward Rasmussen and Chris Williams, and can be used for Bayesian supervised learning, such as regression and classification. Different covariance funcitons, mean fucntions, likelihood functions and inference algorithms can be combined for various tasks.