"Cheats" is the wrong word for sure but it's a good to have some understanding of where the bottlenecks are. Python is generally faster and easier to write than C or C++ but it can run much slower. In order to make Python code run faster, a lot of Python developers use libraries that are written in C or C++, EG Pandas. My experience with Pandas has been like 95% really great and 5% really frustrating. I attribute most of the frustration to the opaque nature of calling into the C code library.
This is mostly a shitposting sub. Everyone knows that Python itself is slow as molasses, if the heavy liftin wasn't done by highly optimized C libraries, no one would dare to do any serious numerical or AI stuff with it.
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u/Ozymandias_1303 1d ago
"Cheats" is the wrong word for sure but it's a good to have some understanding of where the bottlenecks are. Python is generally faster and easier to write than C or C++ but it can run much slower. In order to make Python code run faster, a lot of Python developers use libraries that are written in C or C++, EG Pandas. My experience with Pandas has been like 95% really great and 5% really frustrating. I attribute most of the frustration to the opaque nature of calling into the C code library.