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- Mahout currently has Collaborative Filtering User and Item based recommenders K-Means, Fuzzy K-Means clustering Mean Shift clustering...Mahout currently has Collaborative Filtering User and Item based recommenders K-Means, Fuzzy K-Means clustering Mean Shift clustering Dirichlet process clustering Latent Dirichlet Allocation Singular value decomposition Parallel Frequent Pattern mining Complementary Naive Bayes classifier Random forest decision tree based classifier High performance java collections (previously colt collections) A vibrant community and many more cool stuff to come by this summer thanks to Google summer of code
- v cool
- Standard ML is often used to implement another language L, for example, the syntax of the HOL logic in hol90 or the syntax of CCS for the Concurrency Workb...Standard ML is often used to implement another language L, for example, the syntax of the HOL logic in hol90 or the syntax of CCS for the Concurrency Workbench. Typically, one defines the abstract syntax of L by a datatype declaration. Then useful functions over the datatype can be defined (such as finding the free variables of a formula when L is a logic). Soon afterwards, one concludes that concrete syntax is easier for humans to read than abstract syntax, and so writes a parser and prettyprinter for L. In the situation just outlined, ML is called the metalanguage, and L is called the object language, or OL. (Edinburgh/INRIA/Cambridge ML, the precursor to Standard ML, was originally a programming metalanguage for a particular object language, the LCF logic.) The purpose of a quotation/antiquotation mechanism is to allow one to embed expressions in the object language's concrete syntax inside of ML programs, and to mix the object language expressions with ML expressions.
- Tim Sheard, Zine-el-abidine Benaissa, and Emir Pasalic * Introduction * Staging in MetaML * Monads in Langauge Design * Monads in METAML ...Tim Sheard, Zine-el-abidine Benaissa, and Emir Pasalic * Introduction * Staging in MetaML * Monads in Langauge Design * Monads in METAML * Illustrating our compiler development method o The while-language o The structure of the solution o Step 1: monadic interpreter o Step 2: staged interpreter + Interpreter for Commands. + An example. * Step 3: Back-end translation and intermediate code optimization o Intensional analysis of code fragments
- Expert Syst. Appl. (September 2009)
- Proceedings of the ACM WebSci'11, (June 2011)
- (2011)cite arxiv:1111.3689 .
- Cambridge University Press, 04-2011 edition, (2011)In press .
- The Journal of Machine Learning Research (2006)
- Springer New York, (2006)
- The MIT Press, (2007)
- Machine learning 37(2):183--233 (1999)
- Journal of Machine Learning Research (2008)
- In Proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining, page 22--30. Springer, (2004)
- IEEE Transactions on Knowledge and Data Engineering (2010)
- Proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining PAKDD'11, Springer-Verlag GmbH: Berlin, Germany, (2011)
- IEEE Computational Intelligence Magazine 5(1):42--49 (2010)
- Handbook on Ontologies, Springer, Berlin--Heidelberg, Germany, Second edition, (2009)
- Enterprise IS 5(1):79--98 (2011)
- Handbook on Ontologies, Springer, Berlin--Heidelberg, Germany, Second edition, (2009)
- Machine Learning 77(1):27--59 (2009)
- IEEE Computational Intelligence Magazine 5(1):42--49 (2010)
- Journal of Machine Learning Research (March 2010)
- Proceedings of the 25th International Conference on Machine Learning ICML 2008, July 5-9, 2008, Helsinki, Finland, page 304--311. New York, NY, USA, ACM, (2008)
