Mahout has a number of distributed linear algebra “algorithms” that, in concert with the mathematically expressive R-Like Scala DSL, make it possible for users to quickly “roll their own” distributed algorithms.
Distributed QR Decomposition
Distributed Stochastic Principal Component Analysis
Distributed Stochastic Singular Value Decomposition
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