Software, Systems, Source Code
Material for Project on Statistical-Relational Structure Learning for Relational Data.
Learns Bayesian Networks and Markov Logic Networks for a multi-relational database. Executable, scripts, datasets, examples.
Material for Sports Analytics.
Q-learning for the NHL. Executable, scripts, datasets, model. A dataset for box scores in the 2011-2012 Premier League season can be found here as well.
Material for Simple Decision Forests for Relational Data.
Learns a forest of decision trees for multi-relational classification. Decision trees are combined using a log-linear model derived from a conditional independence assumption, see this paper. Code, Scripts and Readme . No datasets, sorry.
Material for Project on Automated Discovery of Conservation Principles in Particle Physics
Particle Database (in Excel Format)
Reaction Database (in Excel Format)
Matlab: Code and Data Files (as .zip file)
Maple: Code and Data Files (as .zip file)