GraphLab – A New Parallel Framework for ML

(Yet) another great software from CMU. This time, GraphLab is a Machine learning library for Big Data. It is quite “new”, the first version was released at the end of 2010, but GraphLab has a variety range of algorithms optimized for Big Data. It’s not  like MapReduce, not cumbersome like MPI/OpenMP, it’s just a high-scalability library for processing large amounts of data, which is often the case in many Data Mining applications nowadays.


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