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JBoost   - boosting in Java
Lerot: an Online Learning to Rank Framework  
RankLib   - a library of learning to rank algorithms: several popular algorithms are implemented, including MART (Multiple Additive Regression Trees), MART (Multiple Additive Regression Trees), RankBoost, AdaRank, LambdaMART, ListNet, Random Forests.
RTrank   - T-Rank is an open-source project which consists of programs that use Regression Trees for various Machine Learning algorithms.
SVMmap Support Vector Machine for Optimizing Mean Average Precision (MAP)  Yisong Yue, Thomas Finley
SVMrank Support Vector Machine for Ranking  Thorsten Joachims