Just-in-time Compilers
Just-in-time (JIT) compilers are a type of compiler that dynamically compiles code during runtime, rather than ahead of time. In the context of data science and artificial intelligence, JIT compilers are often used to optimize the performance of code that is executed repeatedly, such as in machine learning algorithms. By compiling code on-the-fly, JIT compilers can take advantage of runtime information to optimize the code for the specific hardware and software environment in which it is running. This can result in significant performance improvements over traditional ahead-of-time compilation methods. JIT compilers are commonly used in programming languages such as Java, JavaScript, and Python, which are often used in data science and artificial intelligence applications.
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