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Software, Charles Sutton

Software From Our Research

  • Much of the code from the software engineering work in our group is available via our GitHub group on Machine Learning for Source Code Text.

  • I have contributed to MALLET, a Java package for machine learning on text. MALLET includes implementations of several classification algorithms, conditional random fields, and latent Dirichlet allocation.

  • I have also written GRMM, a Java toolkit for inference in graphical models with discrete variables. It includes facilities for easily constructing and training CRFs with arbitrary graphical structure. I have used it to produce results for several of my papers, including those on DCRFs and skip-chain CRFs.

Other Projects

For more "fun" projects (not that fun, sorry), see my Github page.

Maybe you're particularly interested in the source for this site.

Software I Use

I enjoy playing around with "productivity" software.