What are the benefits of an ability to compile to machine code? Does it mean you can make stand alone binaries (I.e. programs that can run without the language - lisp|R|python - installed), or is there some other advantage, eg performance?
What are the benefits of an ability to compile to machine code? Does it mean you can make stand alone binaries (I.e. programs that can run without the language - lisp|R|python - installed), or is there some other advantage, eg performance?
It is IMO not known widely enough that Python itself can be compiled, using Nuitka [0] compiler. It still runs Python code, so the performance increase is not as extreme as one would get from rewriting in a fully statically typed code, but the AOT compiled C code is still faster than the interpreter.
There are some optimizations that can be made a compile-time that can speed up the computations. It also makes it portable provided that the executables are provided for each desired platform.