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Coconut is a library for .net for working with matrix mathematics. Coconut is simple to use and presents a familiar interface to uses. However, all expressions are stored symbolically, which enables Coconut to provide a very powerful computation engine which exploits the symbolic nature of the expressions to agressively optimize and distribute the computation.