For computation I prefer the combination of R and C++. Rcpp offers a nice integration of the two.
I have been involving in the following open source projects:
- mopt: Parallel derivative-free moment optimization in R.
- EconR: A collection of methods to do economics in R and C++/Fortran.
- parallelTest: Repo with tests for parallel computation for a host of hpc systems.