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picture1_Python Pdf 184550 | Lecture Hpc 5 Scientific Computing Languages


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File: Python Pdf 184550 | Lecture Hpc 5 Scientific Computing Languages
scientific computing languages lectures on high performance computing for economists v 1 2 jesus fern andez villaverde and pablo guerr on january 15 2022 1university of pennsylvania 2boston college programming ...

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        Scientific Computing Languages
        (Lectures on High-performance Computing for Economists V)
                                             1                           2
        Jesus´  Fern´andez-Villaverde and Pablo Guerr´on
        January 15, 2022
        1University of Pennsylvania
        2Boston College
  Programming languages for scientific computation
   • General-purpose languages (GPL):
      1. C++.
      2. Python.
   • Domain-specific languages (DSL):
      1. Julia.
      2. R.
      3. Matlab.
   • If you want to undertake research on computational-intensive papers, learning a GPL is probably
     worthwhile.
   • Moreover, knowing a GPL will make you a better user of a DSL.
                                                                               1
           C++
  C/C++
   • C/C++ is the infrastructure of much of the modern computing world.
   • If you know Unix and C/C++, you can probably master everything else easily (think of Latin and
    Romance languages!).
   • In some sense, C++ is really a “federation” of languages.
   • What is the difference between C and C++?
   • C++ introduced full OOP support.
                                                                 2
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