![]() Many projects use OpenBLAS (It’s a popular option in Numpy for example) which…you guessed it…is almost 49% Fortran. Also, if you want good performance for linear algebra operations (Which underpins a huge number of data science and ML algorithms) then you’ll need a good BLAS implementation. Of course, no Scipy means you also can’t have anything that depends on Scipy including things like Keras or Scikit-learn. Here are the GitHub stats for Scipy as of today The Python crowd don’t get away with it either. Numerical computing is hard ( even when all of your instincts suggest otherwise) and when someone demonstrably does it right, it makes good sense to reuse rather than reinvent.Īs a result, with no Fortran, there’s no R. #SIMPLY FORTRAN 2 TRIAL CODE#More modern systems, such as R, make direct use of a lot of this code because it is highly performant and, perhaps more importantly, has been battle tested in production for decades. Much of the numerical functionality we routinely use today was developed decades ago and released in Fortran. ![]() It can come as quite a shock, therefore, to discover that much of our favourite data science tools simply cannot work natively on any system that doesn’t have a Fortran compiler! #SIMPLY FORTRAN 2 TRIAL SOFTWARE#Routinely mocked by software engineers as old-skool (including me who, over a decade ago, suggested that it shouldn’t be taught to undergraduates), Fortran is the language that everyone overlooks as they spend their days sipping flat-whites in Starbucks while hacking away in MATLAB, R or Python on shiny Macbook Airs. At the time of writing this is the only Fortran compiler publicly available for Apple Silicon although that will likely change soon as open source Fortran compilers get updated.įortran on your Mac! announce the first Fortran Compiler for Apple Silicon Macs ahead of event #OneMoreThing – learn more #AppleEvent #Apple #AppleSiliconMacs #Fortran #Compiler #SC20 /d03WsGVrUNĪt over 60 years old, Fortran is one of the oldest programming languages that continues to be actively developed and used (The latest language specification is Fortran 2018). Simultaneously, The Numerical Algorithms Group announced that they had ported their Fortran Compiler to the new platform. Earlier this week Apple announced their new, Arm-based ‘Apple Silicon’ machines to the world in a slick marketing event that had many of us reaching for our credit cards. ![]()
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