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deSolve is a collection of solvers, mostly from the 'lsode' family of solvers. deSolve provides R interfaces to solvers for stiff and non-stiff systems, and can take system descriptions in R, or as defined in dynamically loaded compiled code.
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The project summary page you can find here.