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  • Allinea MAPis a profiler for serial and parallel applications written in C, C++, FORTRAN 77, Fortran 90. It supports multiple parallel programming paradigms including MPI, and OpenMP.

  • AMPL/KNITRO is  a large, sparse, linear and nonlinear programming solver and a general purpose solver for nonlinear optimization.

  • Anaconda is a free Python distribtion from Continuum Analytics.  It is optimized to run cross-platform.  It comes built in with various scientific

  • CUDA, (the Compute Unified Device Architecture), is a parallel computing platform and programming model created by NVIDIA and implemented by the graphics processing units (GPUs) that they produce.

  • Python is a high level programming language that aims to combine remarkable power with very clear syntax.

  • The versions of AMPL and CPLEX described on this page have been superseded by the newer version of AMPL and related solvers which is described here.

  • R

    R is a language and environment for statistical computing and graphics. R provides a wide variety of statistical (linear and nonlinear modelling, classical statistical tests, time-series analysis, classification, clustering, ...) and graphical techniques, and is highly extensible.