Mahout aims to produce implementations of distributed or scalable machine learning algorithms.
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Mahout is aimed to produce free implementations of distributed or otherwise scalable machine learning algorithms which primarily focus on the areas of collaborative filtering, clustering, and classification. It also provides Java libraries for common math operations (focused on linear algebra and statistics) as well as primitive Java collections. A lot of the implementations use the Apache Hadoop platform.