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Julia is a dynamic language in the tradition of Lisp, Perl, Python and Ruby. It aims to advance  expressiveness and convenience for scientific and technical computing beyond that of environments like Matlab and NumPy, while simultaneously closing the performance gap with compiled languages like C, C++, Fortran and Java.

Most high-performance dynamic language implementations have taken an existing interpreted language and worked to accelerate its execution. In creating Julia, we have reconsidered the basic language design, taking into account the capabilities of modern JIT compilers and the specific needs of technical computing. Our design includes:

  1. Multiple dispatch as the core language paradigm.
  2. Exposing a sophisticated type system including parametric dependent types.
  3. Dynamic type inference to generate fast code from programs with no declarations.
  4. Aggressive specialization of generated code for types encountered at run-time.

Julia feels light and natural for data exploration and algorithm prototyping, but has performance that lets you deploy your prototypes.









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The Discussion

  • User profile image

    Excellent! Will we get some Julia-on-Windows-demo love?

  • User profile image
    Stefan Karpinski

    We've got an experimental Win32 port of Julia, so, yes, it's entirely possible :-). A million thanks to Keno Fischer for putting in all the hard work to port Julia to Win32. His work has been amazing — the port wouldn't have happened without it.

  • User profile image
    Viral Shah

    The first Windows build is available here:

  • User profile image

    Here is my IMHO (only IMHO:)
    you did one design error - repeat this kind of error as Python: all functions like eye(), ones(), zeros() and many-many other (from Matlab) should be available only from import module (in isolated namespace/module). There were many builtins functions in Python like thees, and after all GvR removed them into its' own modules (except very general of them).
    Language is very interesting, but one question: is Julia only for mathematic or for any, common tasks (GUI, database, Web, sockets, etc.) - what are the plans for Julia?

  • User profile image

    All right! Thanks Stefan and Viral!

  • User profile image

    (and most importantly Keno!)

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